My ML Project

1 Introduction

1.1 Overview and Motivation

1.1.1 Context and Background

The Swiss real estate market, characterized by its resilience and complexity, presents a significant opportunity for advanced analytical approaches to understand pricing dynamics. This project, undertaken as part of a Master’s degree in Machine Learning at the University of Lausanne, aims to harness the power of data science to predict real estate market prices in Switzerland. Utilizing contemporary machine learning techniques within this academic framework not only enhances the learning experience but also contributes to a practical understanding of real estate valuation.

As housing prices continue to fluctuate amid economic uncertainties, such as interest rate changes and demographic shifts Credi Suisse, this investigation is not only timely but also of significant importance to potential investors, policymakers, and the academic community.

1.1.2 Aim Of The Investigation

The primary objective of this study is to predict Swiss real estate market prices using real-time data scraped from ImmoScout24, a prominent Swiss real estate website. This study addresses the significant question of

• How can machine learning models utilize real-time data scraped from online real estate platforms to predict price trends in the Swiss real estate market?
• How can machine learning models predict the sale prices of real estate properties in Switzerland based on current market data?

The relevance of this investigation is underpinned by the substantial financial implications of real estate investments and the benefit of predictive insights for both buyers and sellers in the market. The relevance of this study is underscored by the potential insights it could offer, where real estate plays a pivotal role in financial stability and growth.

1.1.3 Description of the Data

The data for this study consists of a meticulously compiled dataset from ImmoScout24, featuring a wide array of variables related to property listings across Switzerland. Fields in the dataset include price, number of rooms, square meters, address, canton, property type, floor, and year of construction. These data points have been gathered through a robust scraping algorithm designed to collect a comprehensive snapshot of the current market. This dataset provides a granular view of the market, essential for training robust machine learning models.

1.1.4 Methodology

This project employs model-based machine learning techniques to quantify the impact of various factors on property prices in Switzerland. The methodology involves training predictive models to interpret the complex relationships within the data, providing a statistical basis for price prediction. This approach allows for an examination of both linear dependencies and more intricate interactions, such as how location and property type combine to influence pricing.

1.1.5 Structure of the Report

The report is structured as follows to provide a coherent narrative and logical flow of analysis:

• Section 1: Introduction - Outlines the research context, objectives, and significance.
• Section 2: Data - Details the sources, nature, and preprocessing of the data used.
• Section 3: Exploratory Data Analysis (EDA) - Analyzes the data to uncover patterns and anomalies.
• Section 4: Unsupervised Learning - Applies clustering techniques to understand market segmentation.
• Section 5: Supervised Learning - Discusses the development and validation of predictive models.
• Section 6: Conclusion - Summarizes the findings, discusses the implications, and suggests areas for further research.

2 Data

• Sources
• Description
• Wrangling/cleaning
• Spotting mistakes and missing data (could be part of EDA too)
• Listing anomalies and outliers (could be part of EDA too)

2.1 Wrangling and Cleaning

• ajouter source
• ajouter description
• expliquer blabla
• Explain why we remove NA from m2 column.
• Explain …

2.1.1 Raw dataset

properties <- read.csv(file.path(here(),"data/properties.csv"))
# show 1000 first rows of properties using reactable
reactable(head(properties, 1000))

# Create a tibble with cantons and observations
observations_table <- tibble(
  Canton = c("Vaud", "Bern", "Lucerne", "Zurich", "Uri", "Schwyz",
             "Obwalden", "Nidwalden", "Glarus", "St. Gallen", "Grisons", 
             "Aargau", "Thurgau", "Ticino", "Valais", "Neuchatel", 
             "Geneva", "Jura", "Zug", "Fribourg", "Solothurn", 
             "Basel-Stadt", "Basel-Landschaft", "Schaffhausen", 
             "Appenzell-Ausser-Rhoden", "Appenzell-Inner-Rhoden", "Total"),
  Observations = c(3232, 1553, 376, 1191, 71, 93, 29, 51, 55, 757, 405,
                   1481, 553, 4230, 3601, 513, 629, 329, 69, 1242, 590, 
                   149, 705, 118, 102, 12, sum(c(3232, 1553, 376, 1191, 71, 93, 29, 51, 55, 757, 405,
                                               1481, 553, 4230, 3601, 513, 629, 329, 69, 1242, 590, 
                                               149, 705, 118, 102, 12)))
)

# Display the table using kable and kableExtra
observations_table %>%
  kbl(caption = "Number of Observations by Canton") %>%
  kable_styling(position = "center", bootstrap_options = c("striped", "bordered", "hover")) %>%
  add_header_above(c(" " = 1, "Observations" = 1)) # Adds headers spanning columns

Number of Observations by Canton

	Observations
Canton	Observations
Vaud	3232
Bern	1553
Lucerne	376
Zurich	1191
Uri	71
Schwyz	93
Obwalden	29
Nidwalden	51
Glarus	55
St. Gallen	757
Grisons	405
Aargau	1481
Thurgau	553
Ticino	4230
Valais	3601
Neuchatel	513
Geneva	629
Jura	329
Zug	69
Fribourg	1242
Solothurn	590
Basel-Stadt	149
Basel-Landschaft	705
Schaffhausen	118
Appenzell-Ausser-Rhoden	102
Appenzell-Inner-Rhoden	12
Total	22136

2.1.2 Cleaning

# Identify values causing the issue
problematic_values <- properties$number_of_rooms[is.na(as.numeric(properties$number_of_rooms))]
#> Warning: NAs introduced by coercion
# Replace non-numeric values with NA
#properties$number_of_rooms <- as.numeric(gsub("[^0-9.]", "", properties$number_of_rooms))

# Remove non-numeric characters and convert to numeric
properties$price <- as.numeric(gsub("[^0-9]", "", properties$price))

# Subset the dataset to exclude rows with price < 20000
properties <- properties[properties$price >= 20000, ]

# Subset the dataset to exclude rows with numbers of rooms < 25
#properties <- properties[properties$number_of_rooms <25, ]

# Replace incomplete addresses
properties$address <- gsub("^\\W*[.,0-]\\W*", "", properties$address)

properties_filtered <- na.omit(properties)

properties_filtered$year_category <- substr(properties_filtered$year_category, 1, 9)
# Assuming 'year_category' is a column in the 'properties' dataset
properties_filtered$year_category <- as.factor(properties_filtered$year_category)


# remove m^2 from column 'square_meters'
properties_filtered$square_meters <- as.numeric(gsub("\\D", "", properties_filtered$square_meters))
# print how many NA observations left in square_meters
print(sum(is.na(properties_filtered$square_meters)))
#> [1] 1056
# remove NA
properties_filtered <- properties_filtered[!is.na(properties_filtered$square_meters),]
# add majuscule to canton
properties_filtered$canton <- tools::toTitleCase(properties_filtered$canton)

# # Preprocess the number_of_rooms column
properties_filtered$number_of_rooms <- gsub(" rooms", "", properties_filtered$number_of_rooms)
properties_filtered$number_of_rooms <- gsub(" room", "", properties_filtered$number_of_rooms)
# Remove rows with "m²" in the "number_of_rooms" column
properties_filtered <- properties_filtered[!grepl("m²", properties_filtered$number_of_rooms), ]
properties_filtered$number_of_rooms <- as.numeric(properties_filtered$number_of_rooms)
# Remove rows with rooms >= 100
properties_filtered <- properties_filtered[properties_filtered$number_of_rooms <= 100, , drop = FALSE]
# Divide cells by 10 if number of rooms is more than 27
properties_filtered$number_of_rooms <- ifelse(properties_filtered$number_of_rooms > 27,
                                               properties_filtered$number_of_rooms / 10,
                                               properties_filtered$number_of_rooms)



#test <- properties_filtered


# properties_filtered$number_of_rooms <- as.character(properties_filtered$number_of_rooms)
# properties_filtered$number_of_rooms <- gsub("\\D", properties_filtered$number_of_rooms)  # Remove non-numeric characters
# properties_filtered$number_of_rooms <- as.numeric(properties_filtered$number_of_rooms)       # Convert to numeric
# properties_filtered$number_of_rooms <- trunc(properties_filtered$number_of_rooms)             # Truncate non-integer values

# show 100 first row of cleaned dataset using reactable
reactable(head(properties_filtered, 100))

#filter properties_filtered to contains only 'price', 'number_of_rooms', 'square_meters'
properties_summary <- properties_filtered[, c('price', 'number_of_rooms', 'square_meters')]
#summary statistics
summary(properties_summary)
#>      price          number_of_rooms square_meters 
#>  Min.   :   25000   Min.   : 1.00   Min.   :   1  
#>  1st Qu.:  690000   1st Qu.: 3.50   1st Qu.:  99  
#>  Median :  992340   Median : 4.50   Median : 136  
#>  Mean   : 1351000   Mean   : 4.98   Mean   : 160  
#>  3rd Qu.: 1550000   3rd Qu.: 5.50   3rd Qu.: 190  
#>  Max.   :26149500   Max.   :27.00   Max.   :2700
# Data
data <- data.frame(
  price = c(25000, 690000, 992340, 1348429, 1550000, 26149500),
  number_of_rooms = c(1.0, 35.0, 45.0, 41.1, 55.0, 185.0),
  square_meters = c(1, 98, 136, 159, 190, 2000)
)

# Summary statistics
summary_stats <- summary(data)

# Summary statistics
summary_stats <- cbind(
  Min = apply(data, 2, min),
  Q1 = apply(data, 2, quantile, probs = 0.25),
  Median = apply(data, 2, median),
  Mean = apply(data, 2, mean),
  Q3 = apply(data, 2, quantile, probs = 0.75),
  Max = apply(data, 2, max)
)

# Create table
table <- kbl(summary_stats, align = rep('c', 6), caption = "Summary statistics for the dataset") %>%
  kable_styling(position = "center", bootstrap_options = c("striped", "hover", "condensed", "responsive"))
table

Summary statistics for the dataset

	Min	Q1	Median	Mean	Q3	Max
price	25000	765585.0	1170385	5.13e+06	1.50e+06	26149500
number_of_rooms	1	36.5	43	6.04e+01	5.25e+01	185
square_meters	1	107.5	148	4.31e+02	1.82e+02	2000

2.1.3 AMTOVZ_CSV_LV95 Data

The dataset described is the “Official Index of Localities” (Répertoire officiel des localités) provided by the Swiss Federal Office of Topography (swisstopo). It contains comprehensive information about all localities in Switzerland and the Principality of Liechtenstein, including their names, postal codes, and perimeters.

This dataset is regularly updated on a monthly basis, incorporating changes reported by cantonal authorities and Swiss Post. It serves various purposes, including spatial analysis, integration with other geographic datasets, usage as a geolocated background in GIS (Geographic Information Systems) and CAD (Computer-Aided Design) systems, statistical analysis, and as a reference dataset for information systems.

Updates and release notes for the dataset are provided periodically, detailing changes and improvements made over time. The Swiss Federal Office of Topography manages and distributes this dataset as part of its responsibilities in collecting and providing official geospatial data for Switzerland.

Source - swisstopo

2.1.3.1 Creating Variable zip_code and merging with AMTOVZ_CSV_LV95

df <- properties_filtered
#the address column is like : '1844 Villeneuve VD' and has zip code number in it
#taking out the zip code number and creating a new column 'zip_code'
#the way to identify the zip code is to identify numbers that are 4 digits long
df$zip_code <- as.numeric(gsub("\\D", "", df$address))
#removing the first two number of zip code has more than 4 number
df$zip_code <- ifelse(df$zip_code > 9999, df$zip_code %% 10000, df$zip_code)

2.1.3.2 Using AMTOVZ_CSV_LV95 to get the city and canton from the zip code

#read .csv AMTOVZ_CSV_LV95
amto <- read.csv(file.path(here(),"data/AMTOVZ_CSV_WGS84.csv"), sep = ";")
#creating a new dataframe with 'Ortschaftsname' as 'City'Place_name', 'PLZ' as 'zip_code', 'KantonskÃ.rzel' as 'Canton_code', 'E' as 'lon' and 'N' as 'lat'
amto_df <- amto[, c('Gemeindename', 'PLZ', 'Kantonskürzel', 'E', 'N')]
#renaming the columns
colnames(amto_df) <- c('Community', 'zip_code', 'Canton_code', 'lon', 'lat')

#remove duplicates of zip code
amto_df <- amto_df[!duplicated(amto_df$zip_code),]

#add the variable of amto_df to the df if the zip code matches
df <- merge(df, amto_df, by = "zip_code", all.x = TRUE)

#check if there are nan in city
df[is.na(df$Community),]
#>       zip_code    price number_of_rooms square_meters
#> 1           25  2200000            10.0           263
#> 2           25  2200000             6.5           165
#> 3           26   655000             3.5            66
#> 4           26  1995000             7.5           180
#> 5          322   870000             2.5            59
#> 6          322   880000             2.5            55
#> 7          322   975000             3.5            56
#> 230       1014  1510000             5.5           146
#> 1137      1200 16092000             7.0           400
#> 1138      1200   679000             5.5           142
#> 1139      1200  3285450             5.0           230
#> 5481      1919  2558620             5.5           270
#> 5482      1919  1908000             6.5           210
#> 5483      1919  1065000             4.5           130
#> 5484      1919   785000             3.5           103
#> 7624      2500  1100000             5.0           154
#> 7625      2500   872500             4.5           144
#> 7626      2500   420000             4.5           115
#> 7627      2500  1450000             5.5           198
#> 7628      2500   885500             5.5           130
#> 7629      2500   872500             4.5           138
#> 7630      2500   892500             4.5           144
#> 7631      2500   885500             5.5           130
#> 7632      2500   887500             5.5           130
#> 7633      2500  1050000             4.5           121
#> 7634      2500   877500             4.5           138
#> 7635      2500   870500             4.5           125
#> 7636      2500   887500             4.5           144
#> 8328      3000   820000             5.5           165
#> 8329      3000  1140000             3.5           115
#> 8330      3000  1090000             3.5           115
#> 8331      3000  1090000             5.5           193
#> 8332      3000  1090000             5.5           193
#> 8333      3000   720000             3.5           102
#> 8334      3000   920000             4.5           157
#> 8335      3000   920000             4.5           157
#> 8336      3000  1590000             5.5           330
#> 10437     4000   975000             4.5           125
#> 10438     4000   180000             3.0            70
#> 10439     4000  2100000             6.5           360
#> 12362     5201   725000             3.5            95
#> 13215     6000   695000             4.5           133
#> 13968     6511   440000             2.0            64
#> 14244     6547 15000000             7.5           220
#> 14562     6602  2800000             6.5           250
#> 14563     6602  2800000             7.5           242
#> 14564     6602   450000             3.5            75
#> 14565     6602   270000             1.5            28
#> 14566     6604   760000             3.5            78
#> 14567     6604  1990000             4.5           220
#> 14568     6604  2668590             5.5           290
#> 16581     6901  3660930             4.5           290
#> 16582     6901  3660930             4.5           290
#> 16583     6903   790000             3.5           105
#> 16584     6907   995000             4.5           114
#> 16585     6907   995000             4.5           114
#> 16586     6911   469350             5.5           140
#> 16587     6911   737550             4.5            82
#> 16588     6911   660000             7.5           200
#> 16589     6911   610000             3.5           103
#> 17900     7133  2266290             5.5           160
#> 17909     7135  2690000             8.5           236
#> 18169     8000  2100000             4.5           152
#> 18170     8000  1650000             4.5           142
#> 18171     8000   925000             3.5           102
#> 18172     8000  1650000             4.5           142
#> 18173     8000  1150000             4.5           128
#> 18174     8000  1450000             5.5           143
#> 18175     8000  1990000             5.5           200
#> 18176     8000   975000             4.5           122
#> 18177     8000  1990000             5.5           200
#> 18178     8000  2495000             5.5           482
#> 18658     8238   245000             2.0            49
#> 19082     8423  2110000             6.5           204
#> 19083     8423  2190000             5.5           167
#> 20296     9241   545000             4.5           100
#> 20297     9241   730840             5.5           130
#>                                                  address
#> 1                                       1000 Lausanne 25
#> 2                                       1000 Lausanne 25
#> 3                                       1000 Lausanne 26
#> 4                          Lausanne 26, 1000 Lausanne 26
#> 5                    Via Cuolm Liung 30d, 7032 Laax GR 2
#> 6                                         7032 Laax GR 2
#> 7                       Via Murschetg 29, 7032 Laax GR 2
#> 230                                        1014 Lausanne
#> 1137                                         1200 Genève
#> 1138  Chemin des pralets, 74100 Etrembières, 1200 Genève
#> 1139                                         1200 Genève
#> 5481                                       1919 Martigny
#> 5482                                       1919 Martigny
#> 5483                                       1919 Martigny
#> 5484                                       1919 Martigny
#> 7624                                    2500 Biel/Bienne
#> 7625                                    2500 Biel/Bienne
#> 7626                                    2500 Biel/Bienne
#> 7627                                         2500 Bienne
#> 7628                                    2500 Biel/Bienne
#> 7629                                    2500 Biel/Bienne
#> 7630                                    2500 Biel/Bienne
#> 7631                                    2500 Biel/Bienne
#> 7632                                    2500 Biel/Bienne
#> 7633                     Hohlenweg 11b, 2500 Biel/Bienne
#> 7634                                    2500 Biel/Bienne
#> 7635                                    2500 Biel/Bienne
#> 7636                                    2500 Biel/Bienne
#> 8328                                           3000 Bern
#> 8329                                           3000 Bern
#> 8330                                           3000 Bern
#> 8331                                           3000 Bern
#> 8332                                           3000 Bern
#> 8333                                           3000 Bern
#> 8334                                           3000 Bern
#> 8335                                           3000 Bern
#> 8336                                           3000 Bern
#> 10437                                         4000 Basel
#> 10438           Lörrach Brombach Steinsack 6, 4000 Basel
#> 10439                                         4000 Basel
#> 12362                                      5201 Brugg AG
#> 13215   in TRIENGEN, ca. 20 min. bei Luzern, 6000 Luzern
#> 13968                                     6511 Cadenazzo
#> 14244                               Augio 1F, 6547 Augio
#> 14562                                       6602 Muralto
#> 14563                                       6602 Muralto
#> 14564                      Via Bacilieri 2, 6602 Muralto
#> 14565                                       6602 Muralto
#> 14566                                       6604 Locarno
#> 14567                                       6604 Solduno
#> 14568                                       6604 Solduno
#> 16581                                        6901 Lugano
#> 16582                                        6901 Lugano
#> 16583                                        6903 Lugano
#> 16584                                      6907 MASSAGNO
#> 16585                                      6907 MASSAGNO
#> 16586                             6911 Campione d'Italia
#> 16587                             6911 Campione d'Italia
#> 16588                             6911 Campione d'Italia
#> 16589                             6911 Campione d'Italia
#> 17900                  Inder Platenga 34, 7133 Obersaxen
#> 17909                                       7135 Fideris
#> 18169                                        8000 Zürich
#> 18170                                        8000 Zürich
#> 18171                                        8000 Zürich
#> 18172                                        8000 Zürich
#> 18173                                        8000 Zürich
#> 18174                                        8000 Zürich
#> 18175                                        8000 Zürich
#> 18176                                        8000 Zürich
#> 18177                                        8000 Zürich
#> 18178                                        8000 Zürich
#> 18658      Stemmerstrasse 14, 8238 Büsingen am Hochrhein
#> 19082                      Chüngstrasse 60, 8423 Embrach
#> 19083                      Chüngstrasse 48, 8423 Embrach
#> 20296                                       9241 Kradolf
#> 20297                                       9241 Kradolf
#>             canton    property_type floor year_category Community
#> 1             Vaud     Single house           1919-1945      <NA>
#> 2             Vaud            Villa           2006-2010      <NA>
#> 3             Vaud        Apartment noteg     2016-2024      <NA>
#> 4             Vaud            Villa           1961-1970      <NA>
#> 5          Grisons        Apartment    eg     2016-2024      <NA>
#> 6          Grisons        Apartment noteg     2016-2024      <NA>
#> 7          Grisons        Apartment noteg     2011-2015      <NA>
#> 230           Vaud        Apartment    eg     2011-2015      <NA>
#> 1137        Geneva     Single house           2011-2015      <NA>
#> 1138        Geneva Bifamiliar house           2016-2024      <NA>
#> 1139        Geneva Bifamiliar house           1981-1990      <NA>
#> 5481        Valais       Attic flat noteg     2016-2024      <NA>
#> 5482        Valais        Apartment noteg     2016-2024      <NA>
#> 5483        Valais        Apartment noteg     2016-2024      <NA>
#> 5484        Valais        Apartment noteg     2016-2024      <NA>
#> 7624          Bern     Single house           2001-2005      <NA>
#> 7625          Bern            Villa           2016-2024      <NA>
#> 7626          Bern        Apartment noteg     1971-1980      <NA>
#> 7627          Bern     Single house           2016-2024      <NA>
#> 7628          Bern            Villa           2016-2024      <NA>
#> 7629          Bern     Single house           2016-2024      <NA>
#> 7630          Bern     Single house           2016-2024      <NA>
#> 7631          Bern     Single house           2016-2024      <NA>
#> 7632          Bern     Single house           2016-2024      <NA>
#> 7633          Bern     Single house           2001-2005      <NA>
#> 7634          Bern     Single house           2016-2024      <NA>
#> 7635          Bern     Single house           2016-2024      <NA>
#> 7636          Bern     Single house           2016-2024      <NA>
#> 8328          Bern        Apartment noteg     2016-2024      <NA>
#> 8329          Bern        Apartment    eg     2016-2024      <NA>
#> 8330          Bern        Apartment    eg     2016-2024      <NA>
#> 8331          Bern        Roof flat noteg     2016-2024      <NA>
#> 8332          Bern        Apartment noteg     2016-2024      <NA>
#> 8333          Bern        Apartment    eg     2016-2024      <NA>
#> 8334          Bern           Duplex noteg     2016-2024      <NA>
#> 8335          Bern        Apartment noteg     2016-2024      <NA>
#> 8336          Bern        Apartment noteg     1991-2000      <NA>
#> 10437  Basel-Stadt     Single house           2016-2024      <NA>
#> 10438  Basel-Stadt     Single house           1961-1970      <NA>
#> 10439  Basel-Stadt            Villa           2016-2024      <NA>
#> 12362       Aargau        Apartment noteg     2016-2024      <NA>
#> 13215      Lucerne        Apartment noteg     1991-2000      <NA>
#> 13968       Ticino        Apartment noteg     2016-2024      <NA>
#> 14244      Grisons     Single house           2016-2024      <NA>
#> 14562       Ticino     Single house           1981-1990      <NA>
#> 14563       Ticino     Single house           1981-1990      <NA>
#> 14564       Ticino        Apartment noteg     1946-1960      <NA>
#> 14565       Ticino        Apartment    eg     1961-1970      <NA>
#> 14566       Ticino        Apartment noteg     2011-2015      <NA>
#> 14567       Ticino       Attic flat noteg     2011-2015      <NA>
#> 14568       Ticino        Apartment noteg     2011-2015      <NA>
#> 16581       Ticino       Attic flat noteg     2011-2015      <NA>
#> 16582       Ticino        Apartment noteg     2011-2015      <NA>
#> 16583       Ticino        Apartment noteg     2006-2010      <NA>
#> 16584       Ticino        Apartment noteg     2016-2024      <NA>
#> 16585       Ticino        Apartment noteg     2016-2024      <NA>
#> 16586       Ticino        Apartment noteg     1946-1960      <NA>
#> 16587       Ticino        Apartment noteg     1991-2000      <NA>
#> 16588       Ticino     Single house           1971-1980      <NA>
#> 16589       Ticino        Apartment    eg     1946-1960      <NA>
#> 17900      Grisons     Single house           2006-2010      <NA>
#> 17909      Grisons     Single house              0-1919      <NA>
#> 18169       Zurich        Apartment noteg     2016-2024      <NA>
#> 18170       Zurich       Attic flat noteg     2016-2024      <NA>
#> 18171       Zurich        Apartment noteg     2016-2024      <NA>
#> 18172       Zurich        Apartment noteg     2016-2024      <NA>
#> 18173       Zurich        Apartment noteg     2016-2024      <NA>
#> 18174       Zurich        Apartment    eg     2016-2024      <NA>
#> 18175       Zurich        Apartment noteg     2006-2010      <NA>
#> 18176       Zurich     Single house           2016-2024      <NA>
#> 18177       Zurich       Attic flat noteg     2006-2010      <NA>
#> 18178       Zurich        Apartment noteg        0-1919      <NA>
#> 18658 Schaffhausen        Apartment noteg     1961-1970      <NA>
#> 19082       Zurich Bifamiliar house           2016-2024      <NA>
#> 19083       Zurich     Single house           2016-2024      <NA>
#> 20296      Thurgau        Apartment noteg     1991-2000      <NA>
#> 20297      Thurgau        Apartment noteg     1991-2000      <NA>
#>       Canton_code lon lat
#> 1            <NA>  NA  NA
#> 2            <NA>  NA  NA
#> 3            <NA>  NA  NA
#> 4            <NA>  NA  NA
#> 5            <NA>  NA  NA
#> 6            <NA>  NA  NA
#> 7            <NA>  NA  NA
#> 230          <NA>  NA  NA
#> 1137         <NA>  NA  NA
#> 1138         <NA>  NA  NA
#> 1139         <NA>  NA  NA
#> 5481         <NA>  NA  NA
#> 5482         <NA>  NA  NA
#> 5483         <NA>  NA  NA
#> 5484         <NA>  NA  NA
#> 7624         <NA>  NA  NA
#> 7625         <NA>  NA  NA
#> 7626         <NA>  NA  NA
#> 7627         <NA>  NA  NA
#> 7628         <NA>  NA  NA
#> 7629         <NA>  NA  NA
#> 7630         <NA>  NA  NA
#> 7631         <NA>  NA  NA
#> 7632         <NA>  NA  NA
#> 7633         <NA>  NA  NA
#> 7634         <NA>  NA  NA
#> 7635         <NA>  NA  NA
#> 7636         <NA>  NA  NA
#> 8328         <NA>  NA  NA
#> 8329         <NA>  NA  NA
#> 8330         <NA>  NA  NA
#> 8331         <NA>  NA  NA
#> 8332         <NA>  NA  NA
#> 8333         <NA>  NA  NA
#> 8334         <NA>  NA  NA
#> 8335         <NA>  NA  NA
#> 8336         <NA>  NA  NA
#> 10437        <NA>  NA  NA
#> 10438        <NA>  NA  NA
#> 10439        <NA>  NA  NA
#> 12362        <NA>  NA  NA
#> 13215        <NA>  NA  NA
#> 13968        <NA>  NA  NA
#> 14244        <NA>  NA  NA
#> 14562        <NA>  NA  NA
#> 14563        <NA>  NA  NA
#> 14564        <NA>  NA  NA
#> 14565        <NA>  NA  NA
#> 14566        <NA>  NA  NA
#> 14567        <NA>  NA  NA
#> 14568        <NA>  NA  NA
#> 16581        <NA>  NA  NA
#> 16582        <NA>  NA  NA
#> 16583        <NA>  NA  NA
#> 16584        <NA>  NA  NA
#> 16585        <NA>  NA  NA
#> 16586        <NA>  NA  NA
#> 16587        <NA>  NA  NA
#> 16588        <NA>  NA  NA
#> 16589        <NA>  NA  NA
#> 17900        <NA>  NA  NA
#> 17909        <NA>  NA  NA
#> 18169        <NA>  NA  NA
#> 18170        <NA>  NA  NA
#> 18171        <NA>  NA  NA
#> 18172        <NA>  NA  NA
#> 18173        <NA>  NA  NA
#> 18174        <NA>  NA  NA
#> 18175        <NA>  NA  NA
#> 18176        <NA>  NA  NA
#> 18177        <NA>  NA  NA
#> 18178        <NA>  NA  NA
#> 18658        <NA>  NA  NA
#> 19082        <NA>  NA  NA
#> 19083        <NA>  NA  NA
#> 20296        <NA>  NA  NA
#> 20297        <NA>  NA  NA

We have 77 NAN, where

• The zip code was not found in the atmo df
• The zip code was incorectly isolated from the address

Removed them ::: {.cell layout-align=“center”}

#remove the rows with nan in city
properties_filtered <- df[!is.na(df$Community),]
reactable(head(properties_filtered, 100))

:::

2.1.4 Tax data

• source https://swisstaxcalculator.estv.admin.ch/#/taxdata/tax-rates
• ajouter description
• expliquer blabla

2.1.4.1 Cleaning

# read csv
impots <- read.csv(file.path(here(),"data/estv_income_rates.csv"), sep = ",", header = TRUE, stringsAsFactors = FALSE)

# Remove 1st row
impots <- impots[-1, ]
# Remove 3rd column
impots <- impots[, -3]

# Combine text for columns 4-8
impots[1, 4:8] <- "Impôt sur le revenu"
# Combine text for columns 9-13
impots[1, 9:13] <- "Impôt sur la fortune"
# Combine text for columns 14-16
impots[1, 14:16] <- "Impôt sur le bénéfice"
# Combine text for columns 17-19
impots[1, 17:19] <- "Impôt sur le capital"

# Combine content of the first 2 rows into the 2nd row
impots[2, ] <- apply(impots[1:2, ], 2, function(x) paste(ifelse(is.na(x[1]), x[2], ifelse(is.na(x[2]), x[1], paste(x[1], x[2], sep = " ")))))

# Remove 1st row
impots <- impots[-1, ]

# Assign the text to the 1st row and 1st column
impots[1, 1] <- "Coefficient d'impôt en %"
# Replace column names with the content of the first row
colnames(impots) <- impots[1, ]
impots <- impots[-1, ]

# Check for missing values in impots
any_missing <- any(is.na(impots))

if (any_missing) {
  print("There are missing values in impots.")
} else {
  print("There are no missing values in impots.")
}
#> [1] "There are no missing values in impots."


# Replace row names with the content of the 3rd column
row.names(impots) <- impots[, 3]
impots <- impots[, -3]

# Remove 2nd column (to avoid canton column)
impots <- impots[, -2]
# Remove impot eglise
impots <- impots[, -c(4:6)]
impots <- impots[, -c(6:8)]
impots <- impots[, -8]
impots <- impots[, -10]
# Clean data and convert to numeric
cleaned_impots <- apply(impots, 2, function(x) as.numeric(gsub("[^0-9.-]", "", x)))

# Replace NA values with 0
cleaned_impots[is.na(cleaned_impots)] <- 0

# Check for non-numeric values
non_numeric <- sum(!is.na(cleaned_impots) & !is.numeric(cleaned_impots))
if (non_numeric > 0) {
  print(paste("Warning: Found", non_numeric, "non-numeric values."))
}

rownames(cleaned_impots) <- rownames(impots)

#reactable(head(cleaned_impots, 100))

2.1.5 Commune Data

2.1.5.1 Cleaning

• ajouter source
• ajouter description
• expliquer blabla

Replaces NAs in both Taux de couverture social and Political (Conseil National Datas) For Taux de couverture Social: NAs were due to reason “Q” = “Not indicated to protect confidentiality” We replaced the NAs by the average taux de couverture in Switzerland in 2019, which was 3.2%

For Political data: NAs were due to reason “M” = “Not indicated because data was not important or applicable” Therefore, we replaced the NAs by 0

# il faudra changer le path
commune_prep <- read.csv(file.path(here(),"data/commune_data.csv"), sep = ";", header = TRUE, stringsAsFactors = FALSE)

# We keep only 2019 to have some reference? (2020 is apparently not really complete)
commune_2019 <- subset(commune_prep, PERIOD_REF == "2019") %>%
  select(c("REGION", "CODE_REGION", "INDICATORS", "VALUE", "STATUS"))

# delete les lignes ou Status = Q ou M (pas de valeur) et ensuite on enlève la colonne
commune_2019 <- subset(commune_2019, STATUS == "A") %>%
  select(c("REGION", "CODE_REGION", "INDICATORS", "VALUE"))

# on enlève les lignes qui sont des aggrégats
commune_2019 <- subset(commune_2019, REGION != "Schweiz")

commune_2019 <- commune_2019 %>%
  pivot_wider(names_from = INDICATORS, values_from = VALUE)

# Rename columns using the provided map
commune <- commune_2019 %>%
  rename(`Population - Habitants` = Ind_01_01,
         `Population - Densité de la population` = Ind_01_03,
         `Population - Etrangers` = Ind_01_08,
         `Population - Part du groupe d'âge 0-19 ans` = Ind_01_04,
         `Population - Part du groupe d'âge 20-64 ans` = Ind_01_05,
         `Population - Part du groupe d'âge 65+ ans` = Ind_01_06,
         `Population - Taux brut de nuptialité` = Ind_01_09,
         `Population - Taux brut de divortialité` = Ind_01_10,
         `Population - Taux brut de natalité` = Ind_01_11,
         `Population - Taux brut de mortalité` = Ind_01_12,
         `Population - Ménages privés` = Ind_01_13,
         `Population - Taille moyenne des ménages` = Ind_01_14,
         `Sécurité sociale - Taux d'aide sociale` = Ind_11_01,
         `Conseil national - PLR` = Ind_14_01,
         `Conseil national - PDC` = Ind_14_02,
         `Conseil national - PS` = Ind_14_03,
         `Conseil national - UDC` = Ind_14_04,
         `Conseil national - PEV/PCS` = Ind_14_05,
         `Conseil national - PVL` = Ind_14_06,
         `Conseil national - PBD` = Ind_14_07,
         `Conseil national - PST/Sol.` = Ind_14_08,
         `Conseil national - PES` = Ind_14_09,
         `Conseil national - Petits partis de droite` = Ind_14_10)

# If no one voted for a party, set as NA -> replacing it with 0 instead
commune <- commune %>%
  mutate_at(vars(starts_with("Conseil national")), ~replace_na(., 0))


# Removing NAs from Taux de couverture sociale column
# Setting the mean as the mean for Switzerland in 2019 (3.2%)
mean_taux_aide_social <- 3.2

# Replace NA values with the mean
commune <- commune %>%
  mutate(`Sécurité sociale - Taux d'aide sociale` = if_else(is.na(`Sécurité sociale - Taux d'aide sociale`), mean_taux_aide_social, `Sécurité sociale - Taux d'aide sociale`))
#show 100 first rows of commune using reactable
reactable(head(commune, 100))

# commune_prep <- read.csv(file.path(here(),"data/commune_data.csv"), sep = ";", header = TRUE, stringsAsFactors = FALSE)
# 
# # We keep only 2019 to have some reference? (2020 is apparently not really complete)
# commune_2019 <- subset(commune_prep, PERIOD_REF == "2019") %>%
#   select(c("REGION", "CODE_REGION", "INDICATORS", "VALUE", "STATUS"))
# 
# # delete les lignes ou Status = Q ou M (pas de valeur) et ensuite on enlève la colonne
# commune_2019 <- subset(commune_2019, STATUS == "A") %>%
#   select(c("REGION", "CODE_REGION", "INDICATORS", "VALUE"))
# 
# # on enlève les lignes qui sont des aggrégats
# commune_2019 <- subset(commune_2019, REGION != "Schweiz")
# 
# commune_2019 <- commune_2019 %>%
#   pivot_wider(names_from = INDICATORS, values_from = VALUE)
# 
# # Rename columns using the provided map
# commune <- commune_2019 %>%
#   rename(`Population - Habitants` = Ind_01_01,
#          `Population - Densité de la population` = Ind_01_03,
#          `Population - Etrangers` = Ind_01_08,
#          `Population - Part du groupe d'âge 0-19 ans` = Ind_01_04,
#          `Population - Part du groupe d'âge 20-64 ans` = Ind_01_05,
#          `Population - Part du groupe d'âge 65+ ans` = Ind_01_06,
#          `Population - Taux brut de nuptialité` = Ind_01_09,
#          `Population - Taux brut de divortialité` = Ind_01_10,
#          `Population - Taux brut de natalité` = Ind_01_11,
#          `Population - Taux brut de mortalité` = Ind_01_12,
#          `Population - Ménages privés` = Ind_01_13,
#          `Population - Taille moyenne des ménages` = Ind_01_14,
#          `Sécurité sociale - Taux d'aide sociale` = Ind_11_01,
#          `Conseil national - PLR` = Ind_14_01,
#          `Conseil national - PDC` = Ind_14_02,
#          `Conseil national - PS` = Ind_14_03,
#          `Conseil national - UDC` = Ind_14_04,
#          `Conseil national - PEV/PCS` = Ind_14_05,
#          `Conseil national - PVL` = Ind_14_06,
#          `Conseil national - PBD` = Ind_14_07,
#          `Conseil national - PST/Sol.` = Ind_14_08,
#          `Conseil national - PES` = Ind_14_09,
#          `Conseil national - Petits partis de droite` = Ind_14_10)
# 
# # If no one voted for a party, set as NA -> replacing it with 0 instead
# commune <- commune %>%
#   mutate_at(vars(starts_with("Conseil national")), ~replace_na(., 0))
# 
# 
# # Removing NAs from Taux de couverture sociale column
# # Setting the mean as the mean for Switzerland in 2019 (3.2%)
# mean_taux_aide_social <- 3.2
# 
# # Replace NA values with the mean
# commune <- commune %>%
#   mutate(`Sécurité sociale - Taux d'aide sociale` = if_else(is.na(`Sécurité sociale - Taux d'aide sociale`), mean_taux_aide_social, `Sécurité sociale - Taux d'aide sociale`))
# 

3 Unsupervised learning

• Clustering and/or dimension reduction

Trying to Cluster commune datas to: 1. Reduce dimension 2. See similarities

A regarder, est-ce qu’on fait un cluster pour les datas politques + un cluster pour les data démographiques, ou est-ce qu’on regroupe tout?

set.seed(100)

# Clustering demographic
cols_commune_demographic <- select(commune, -c("REGION", "CODE_REGION","Conseil national - PLR","Conseil national - PDC", "Conseil national - PS", "Conseil national - UDC", "Conseil national - PEV/PCS", "Conseil national - PVL", "Conseil national - PBD", "Conseil national - PST/Sol.", "Conseil national - PES", "Conseil national - Petits partis de droite"))

# Scale the columns, some are total numbers, some are percentages
cols_commune_demographic <- scale(cols_commune_demographic)

# Calculate the distance matrix
dist_matrix_demographic <- dist(cols_commune_demographic, method = "minkowski")

# Perform hierarchical clustering
hclust_model_demographic <- hclust(dist_matrix_demographic, method = "ward.D")

# Create dendrogram
dend_demo <- as.dendrogram(hclust_model_demographic)
dend_demo <- color_branches(dend_demo, k = 5) #Set number of cluster to 5, to keep the same scale for all our variables

plot(dend_demo, main = "Demographics - Hierarchical Clustering Dendrogram")

# Clustering politics

cols_commune_politics <- select(commune, c("Conseil national - PLR","Conseil national - PDC", "Conseil national - PS", "Conseil national - UDC", "Conseil national - PEV/PCS", "Conseil national - PVL", "Conseil national - PBD", "Conseil national - PST/Sol.", "Conseil national - PES", "Conseil national - Petits partis de droite"))

# Scale the columns, some are total numbers, some are percentages
cols_commune_politics <- scale(cols_commune_politics)

# Calculate the distance matrix
dist_matrix_politics <- dist(cols_commune_politics, method = "minkowski")

# Perform hierarchical clustering
hclust_model_politics <- hclust(dist_matrix_politics, method = "ward.D")

# Create dendrogram
dend_pol <- as.dendrogram(hclust_model_politics)
dend_pol <- color_branches(dend_pol, k = 5) #Set number of cluster to 5, to keep the same scale for all our variables

plot(dend_pol, main = "Politics - Hierarchical Clustering Dendrogram")

To prevent introducing 10 new types of taxes, we conducted a clustering analysis on the tax dataset to identify which municipalities can be grouped together. Based on the within-cluster sum of squares, we found 5 clusters. These 5 distinct clusters will be assigned to properties to determine which municipalities are subject to a particular type of tax. ## Tax ::: {.cell layout-align=“center”}

# Clean data and convert to numeric
cleaned_impots <- apply(impots, 2, function(x) as.numeric(gsub("[^0-9.-]", "", x)))
cleaned_impots[is.na(cleaned_impots)] <- 0  # Replace NA values with 0

# Scale the features
scaled_impots <- scale(cleaned_impots)

# Perform k-means clustering
k <- 2  # Initial guess for the number of clusters
kmeans_model <- kmeans(scaled_impots, centers = k)

# Check within-cluster sum of squares (elbow method)
wss <- numeric(10)
for (i in 1:10) {
  kmeans_model <- kmeans(scaled_impots, centers = i)
  wss[i] <- sum(kmeans_model$withinss)
}
#plot(1:10, wss, type = "b", xlab = "Number of Clusters", ylab = "Within groups sum of squares")

# Adjust k based on elbow method
k <- 5  

# Perform k-means clustering again with optimal k
kmeans_model <- kmeans(scaled_impots, centers = k)

# Assign cluster labels to dendrogram
clusters <- kmeans_model$cluster

# Plot dendrogram
#colored_dend <- color_branches(dend, k = 5)
#y_zoom_range <- c(0, 80)  # Adjust the y-axis range as needed

#plot(colored_dend, main = "Hierarchical Clustering Dendrogram", horiz = FALSE, ylim = y_zoom_range)

:::

# Get the cluster centers
cluster_centers <- kmeans_model$centers

# Create a data frame with cluster centers
cluster_centers_df <- data.frame(cluster = 1:k, cluster_centers)

# Print cluster centers
print(cluster_centers_df)
#>   cluster Coefficient.d.impôt.en.. Impôt.sur.le.revenu.Canton
#> 1       1                   -0.236                    -0.6810
#> 2       2                    0.754                    -0.5593
#> 3       3                    0.532                    -0.5667
#> 4       4                    1.037                    -0.0443
#> 5       5                   -0.986                     1.6254
#>   Impôt.sur.le.revenu.Commune Impôt.sur.la.fortune.Canton
#> 1                      -0.333                     -0.6771
#> 2                       0.427                     -0.5636
#> 3                      -0.240                     -0.5710
#> 4                      -0.904                     -0.0474
#> 5                       1.355                      1.6258
#>   Impôt.sur.la.fortune.Commune Impôt.sur.le.bénéfice.Canton
#> 1                       -0.334                      -0.6877
#> 2                        0.427                      -2.0874
#> 3                       -0.236                       0.2662
#> 4                       -0.906                       0.0122
#> 5                        1.355                       1.1969
#>   Impôt.sur.le.bénéfice.Commune Impôt.sur.le.capital.Canton
#> 1                       -0.0226                     -0.6974
#> 2                        2.3564                     -2.0637
#> 3                       -1.3419                      0.2339
#> 4                       -0.4186                     -0.0311
#> 5                        1.0201                      1.2674
#>   Impôt.sur.le.capital.Commune
#> 1                       -0.068
#> 2                        2.160
#> 3                       -1.305
#> 4                       -0.442
#> 5                        1.113

# Calculate the size of each cluster
cluster_sizes <- table(kmeans_model$cluster)

# Print cluster sizes
print(cluster_sizes)
#> 
#>   1   2   3   4   5 
#> 777  80 382 395 497

# Get the cluster labels
cluster_labels <- kmeans_model$cluster

# Convert cleaned_impots to a data frame
impots_cluster <- as.data.frame(cleaned_impots)

# Add the cluster labels to cleaned_impots
impots_cluster$cluster <- cluster_labels

rownames(impots_cluster) <- rownames(impots)

impots_cluster <- impots_cluster %>%
  rownames_to_column(var = "Community")

# Preparing df_commune for merging with main dataset

df_commune <- select(commune, REGION)

df_commune$Demographic_cluster <- cutree(hclust_model_demographic, k = 5)
df_commune$Political_cluster <- cutree(hclust_model_politics, k = 5)

# Preparing to merge

merging <- inner_join(amto_df, df_commune, by = c("Community" = "REGION"))

impots_cluster_subset <- impots_cluster[, c("Community", "cluster")]
merging <- merging %>%
  left_join(impots_cluster_subset, by = "Community")

clusters_df <- merging %>%
  rename(Tax_cluster = cluster) %>%
  rename(Commune = Community)

clusters_df <- clusters_df %>%
  select(c("Commune", "zip_code", "Canton_code", "Demographic_cluster", "Political_cluster", "Tax_cluster"))

# Only NAs are for commune Brugg, (written Brugg (AG) in the other data set) -> j'entre le cluster à la mano
clusters_df$Tax_cluster[is.na(clusters_df$Tax_cluster)] <- 2

# adding it to our main data set:
properties_filtered <- merge(properties_filtered, clusters_df[, c("zip_code", "Demographic_cluster", "Political_cluster", "Tax_cluster")], by = "zip_code", all.x = TRUE)

# Dropping 228 rows containing NAs after the merge

# Find rows with NA values in the specified columns
na_rows <- subset(properties_filtered, is.na(Demographic_cluster) | is.na(Political_cluster) | is.na(Tax_cluster))

# Drop the NA rows
properties_filtered <- anti_join(properties_filtered, na_rows, by = "zip_code")

# Interpretaion of demographic clusters
demographic_vars <- select(commune, -c("REGION", "CODE_REGION", "Conseil national - PLR", "Conseil national - PDC", "Conseil national - PS", "Conseil national - UDC", "Conseil national - PEV/PCS", "Conseil national - PVL", "Conseil national - PBD", "Conseil national - PST/Sol.", "Conseil national - PES", "Conseil national - Petits partis de droite"))

# Scale the variables
scaled_demographic_vars <- scale(demographic_vars)

# Convert to data frame
scaled_demographic_vars <- as.data.frame(scaled_demographic_vars)

# Add demographic cluster labels
scaled_demographic_vars$Demographic_cluster <- cutree(hclust_model_demographic, k = 5)

# Melt the dataset to long format
melted_demographic <- melt(scaled_demographic_vars, id.vars = "Demographic_cluster")

# Create boxplots for each variable
for (variable in unique(melted_demographic$variable)) {
  # Calculate quantiles for each combination of variable and cluster
  quantiles <- tapply(melted_demographic$value[melted_demographic$variable == variable], melted_demographic$Demographic_cluster[melted_demographic$variable == variable], quantile, c(0.05, 0.95))
  
  # Determine ylim for each plot
  ylim_min <- min(unlist(quantiles))
  ylim_max <- max(unlist(quantiles))
  
  boxplot(value ~ Demographic_cluster, data = melted_demographic[melted_demographic$variable == variable,],
          main = paste("Boxplot of", variable, "by Demographic Cluster"),
          xlab = "Demographic Cluster",
          ylab = variable,
          ylim = c(ylim_min, ylim_max))
}

# Subset your dataset to include only the variables used to create the political clusters and the political cluster labels
political_vars <- select(commune, c("Conseil national - PLR","Conseil national - PDC", "Conseil national - PS", "Conseil national - UDC", "Conseil national - PEV/PCS", "Conseil national - PVL", "Conseil national - PBD", "Conseil national - PST/Sol.", "Conseil national - PES", "Conseil national - Petits partis de droite"))

# Scale the variables
scaled_political_vars <- scale(political_vars)

# Convert to data frame
scaled_political_vars <- as.data.frame(scaled_political_vars)

# Add political cluster labels
scaled_political_vars$Political_cluster <- cutree(hclust_model_politics, k = 5)

# Melt the dataset to long format
melted_political <- melt(scaled_political_vars, id.vars = "Political_cluster")

# Create boxplots for each variable
for (variable in unique(melted_political$variable)) {
  # Calculate quantiles for each combination of variable and cluster
  quantiles <- tapply(melted_political$value[melted_political$variable == variable], melted_political$Political_cluster[melted_political$variable == variable], quantile, c(0.05, 0.95))
  
  # Determine ylim for each plot
  ylim_min <- min(unlist(quantiles))
  ylim_max <- max(unlist(quantiles))
  
  boxplot(value ~ Political_cluster, data = melted_political[melted_political$variable == variable,],
          main = paste("Boxplot of", variable, "by Political Cluster"),
          xlab = "Political Cluster",
          ylab = variable,
          ylim = c(ylim_min, ylim_max))
}

# Subset your dataset to include only the variables used to create the tax clusters and the tax cluster labels
tax_vars <- select(impots_cluster, -c("Community", "cluster"))

# Scale the variables
scaled_tax_vars <- scale(tax_vars)

# Convert to data frame
scaled_tax_vars <- as.data.frame(scaled_tax_vars)

# Add tax cluster labels
scaled_tax_vars$Tax_cluster <- impots_cluster$cluster

# Melt the dataset to long format
melted_tax <- melt(scaled_tax_vars, id.vars = "Tax_cluster")

# Create boxplots for each variable
for (variable in unique(melted_tax$variable)) {
  # Calculate quantiles for each combination of variable and cluster
  quantiles <- tapply(melted_tax$value[melted_tax$variable == variable], melted_tax$Tax_cluster[melted_tax$variable == variable], quantile, c(0.05, 0.95))
  
  # Determine ylim for each plot
  ylim_min <- min(unlist(quantiles))
  ylim_max <- max(unlist(quantiles))
  
  boxplot(value ~ Tax_cluster, data = melted_tax[melted_tax$variable == variable,],
          main = paste("Boxplot of", variable, "by Tax Cluster"),
          xlab = "Tax Cluster",
          ylab = variable,
          ylim = c(ylim_min, ylim_max))
}

4 Supervised learning

• Data splitting (if a training/test set split is enough for the global analysis, at least one CV or bootstrap must be used)
• Two or more models
• Two or more scores
• Tuning of one or more hyperparameters per model
• Interpretation of the model(s)

4.1 Model 1

This section provides a comprehensive outline of the linear regression model and analysis methods employed in the study of property price determinants.

4.1.1 Tools and Software

The study was conducted using R, a programming language and environment widely recognized for its robust capabilities in statistical computing and graphics. Key packages used include:

• corrplot for visualization of correlation matrices, aiding in preliminary feature selection. car for diagnostic testing and variance inflation factor (VIF) analysis to detect multicollinearity among predictors.
• caret for creating training and testing sets, and managing cross-validation processes.
• ggplot2 and plotly for creating visual representations of model diagnostics, predictions, and residuals.
• gtsummary for creating publication-ready tables summarizing regression analysis results.

Each of these tools was chosen for its specific functionality that aids in robust data analysis, ensuring that each step of the model building and evaluation process is well-supported.

4.1.2 Linear Regression - With All Prices

4.1.2.1 Correlation Analysis - Continuous Variable

Initially, a correlation analysis was conducted to identify and visualize linear relationships between the property prices and potential predictive variables such as the number of rooms and square meters. The correlation matrix was computed and plotted using the corrplot package:

correlation_matrix <- cor(properties_filtered[ , c("price", "number_of_rooms", "square_meters")], use="complete.obs")
corrplot(correlation_matrix, method="square", type="upper", tl.col="black", tl.srt=45, tl.cex=0.8, cl.cex=0.8, addCoef.col="black", number.cex=0.8, order="hclust", hclust.method="complete", tl.pos="lt", tl.offset=0.5, cl.pos="n", cl.length=1.5)

We can observe that the correlation between the number of rooms and price (0.02) and square meters and price (0.68) suggests a weak correlation with the number of rooms but a strong correlation with square meters. The number of rooms and square meters have a weak correlation (0.12), indicating they offer independent information for the model.

• Question : How to make the correlation with categorical variables?
• Question : Is VIF analysis really necessary and meaningful ?

4.1.2.2 Model Building

The dataset was split into training and testing sets to validate the model’s performance. The linear regression model was then fitted using selected predictors: ::: {.cell layout-align=“center”}

# Model Building
## Split the Data
set.seed(123)  # for reproducibility
trainIndex <- createDataPartition(properties_filtered$price, p=0.8, list=FALSE)
trainData <- properties_filtered[trainIndex, ]
testData <- properties_filtered[-trainIndex, ]

## Fit the Model
lm_model <- lm(price ~ number_of_rooms + square_meters + property_type + floor + year_category  + Demographic_cluster +Political_cluster + Tax_cluster , data=trainData)

summary(lm_model)
#> 
#> Call:
#> lm(formula = price ~ number_of_rooms + square_meters + property_type + 
#>     floor + year_category + Demographic_cluster + Political_cluster + 
#>     Tax_cluster, data = trainData)
#> 
#> Residuals:
#>       Min        1Q    Median        3Q       Max 
#> -19094283   -362505   -111460    201785  16595539 
#> 
#> Coefficients: (1 not defined because of singularities)
#>                               Estimate Std. Error t value Pr(>|t|)
#> (Intercept)                    -396489      51391   -7.72  1.3e-14
#> number_of_rooms                  16483       6354    2.59  0.00949
#> square_meters                     8621        106   81.28  < 2e-16
#> property_typeAttic flat         117222      41558    2.82  0.00480
#> property_typeBifamiliar house  -214970      39425   -5.45  5.0e-08
#> property_typeChalet             189879      49946    3.80  0.00014
#> property_typeDuplex            -119296      50551   -2.36  0.01829
#> property_typeFarm house        -510786     114730   -4.45  8.6e-06
#> property_typeLoft              -158775     262250   -0.61  0.54490
#> property_typeRoof flat          -86371      58737   -1.47  0.14146
#> property_typeRustic house       -18453     232286   -0.08  0.93668
#> property_typeSingle house      -141364      23300   -6.07  1.3e-09
#> property_typeTerrace flat       -21620      83829   -0.26  0.79648
#> property_typeVilla              184138      36946    4.98  6.3e-07
#> flooreg                          19216      23857    0.81  0.42055
#> floornoteg                          NA         NA      NA       NA
#> year_category1919-1945          225546      54765    4.12  3.8e-05
#> year_category1946-1960          288880      51506    5.61  2.1e-08
#> year_category1961-1970          224755      43624    5.15  2.6e-07
#> year_category1971-1980          316943      38911    8.15  4.1e-16
#> year_category1981-1990          275729      39293    7.02  2.4e-12
#> year_category1991-2000          330105      40819    8.09  6.5e-16
#> year_category2001-2005          472269      49326    9.57  < 2e-16
#> year_category2006-2010          533813      43410   12.30  < 2e-16
#> year_category2011-2015          578988      42214   13.72  < 2e-16
#> year_category2016-2024          421772      33152   12.72  < 2e-16
#> Demographic_cluster               8870       6454    1.37  0.16930
#> Political_cluster               -47861       6305   -7.59  3.3e-14
#> Tax_cluster                      31090       5512    5.64  1.7e-08
#>                                  
#> (Intercept)                   ***
#> number_of_rooms               ** 
#> square_meters                 ***
#> property_typeAttic flat       ** 
#> property_typeBifamiliar house ***
#> property_typeChalet           ***
#> property_typeDuplex           *  
#> property_typeFarm house       ***
#> property_typeLoft                
#> property_typeRoof flat           
#> property_typeRustic house        
#> property_typeSingle house     ***
#> property_typeTerrace flat        
#> property_typeVilla            ***
#> flooreg                          
#> floornoteg                       
#> year_category1919-1945        ***
#> year_category1946-1960        ***
#> year_category1961-1970        ***
#> year_category1971-1980        ***
#> year_category1981-1990        ***
#> year_category1991-2000        ***
#> year_category2001-2005        ***
#> year_category2006-2010        ***
#> year_category2011-2015        ***
#> year_category2016-2024        ***
#> Demographic_cluster              
#> Political_cluster             ***
#> Tax_cluster                   ***
#> ---
#> Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
#> 
#> Residual standard error: 979000 on 16449 degrees of freedom
#> Multiple R-squared:  0.473,  Adjusted R-squared:  0.472 
#> F-statistic:  546 on 27 and 16449 DF,  p-value: <2e-16

:::

4.1.2.3 Model Evaluation

Diagnostic checks such as residual analysis and normality tests were conducted to validate model assumptions. Performance metrics including R-squared and RMSE were calculated to assess the model’s explanatory power and prediction accuracy.

sum(is.na(testData$price))  # Check NAs in price
#> [1] 0
sapply(testData, function(x) sum(is.na(x)))  # Check NAs in all predictors
#>            zip_code               price     number_of_rooms 
#>                   0                   0                   0 
#>       square_meters             address              canton 
#>                   0                   0                   0 
#>       property_type               floor       year_category 
#>                   0                   0                   0 
#>           Community         Canton_code                 lon 
#>                   0                   0                   0 
#>                 lat Demographic_cluster   Political_cluster 
#>                   0                   0                   0 
#>         Tax_cluster 
#>                   0

• Question : Do we need the plots ? Or can we delete them ?

# Model Evaluation
## Diagnostic Checks
#plot(lm_model)
#ad.test(residuals(lm_model))

#use gt summary to show the result
tbl_reg_1 <- gtsummary::tbl_regression(lm_model)
tbl_reg_1

Characteristic	Beta	95% CI1	p-value
number_of_rooms	16,483	4,030, 28,937	0.009
square_meters	8,621	8,413, 8,829	<0.001
property_type
Apartment	—	—
Attic flat	117,222	35,764, 198,679	0.005
Bifamiliar house	-214,970	-292,246, -137,693	<0.001
Chalet	189,879	91,980, 287,779	<0.001
Duplex	-119,296	-218,381, -20,212	0.018
Farm house	-510,786	-735,669, -285,903	<0.001
Loft	-158,775	-672,814, 355,263	0.5
Roof flat	-86,370	-201,502, 28,761	0.14
Rustic house	-18,453	-473,759, 436,854	>0.9
Single house	-141,364	-187,034, -95,694	<0.001
Terrace flat	-21,620	-185,933, 142,693	0.8
Villa	184,138	111,719, 256,557	<0.001
floor
floor	—	—
eg	19,216	-27,545, 65,978	0.4
noteg
year_category
0-1919	—	—
1919-1945	225,546	118,201, 332,890	<0.001
1946-1960	288,880	187,923, 389,837	<0.001
1961-1970	224,755	139,248, 310,263	<0.001
1971-1980	316,943	240,672, 393,213	<0.001
1981-1990	275,729	198,711, 352,747	<0.001
1991-2000	330,105	250,095, 410,115	<0.001
2001-2005	472,269	375,585, 568,953	<0.001
2006-2010	533,813	448,724, 618,902	<0.001
2011-2015	578,987	496,243, 661,732	<0.001
2016-2024	421,772	356,791, 486,752	<0.001
Demographic_cluster	8,871	-3,779, 21,520	0.2
Political_cluster	-47,861	-60,220, -35,503	<0.001
Tax_cluster	31,090	20,287, 41,893	<0.001
1 CI = Confidence Interval

4.1.2.3.1 Metrics

Here are the performance metrics for the initial model: ::: {.cell layout-align=“center”}

# print R-squared and Adj R-squared and RMSE and MAE and AIC
r_sq <- summary(lm_model)$r.squared
adj_r_sq <- summary(lm_model)$adj.r.squared
rmse <- rmse(testData$price, predict(lm_model, newdata=testData))
mae <- mae(testData$price, predict(lm_model, newdata=testData))
aic <- AIC(lm_model)
# show those metrics in a html table
metrics_1 <- kable(data.frame(r_sq, adj_r_sq, rmse, mae, aic), format = "html", col.names = c("R-Squared", "Adjusted R-Squared", "RMSE", "MAE", "AIC")) %>%
  kable_styling(position = "center", bootstrap_options = c("striped", "bordered", "hover", "condensed"))  %>%
  add_header_above(c("Basic Model Performance Metrics" = 5)) 
metrics_1

Basic Model Performance Metrics
R-Squared	Adjusted R-Squared	RMSE	MAE	AIC
0.473	0.472	965171	493713	501375

:::

4.1.2.4 Variable Selection

Stepwise regression was performed to refine the model and improve its predictive performance. The resulting model was evaluated using the same diagnostic checks and performance metrics as the initial model:

# stepwise regression
lm_model2 <- step(lm_model)
#> Start:  AIC=454613
#> price ~ number_of_rooms + square_meters + property_type + floor + 
#>     year_category + Demographic_cluster + Political_cluster + 
#>     Tax_cluster
#> 
#>                       Df Sum of Sq      RSS    AIC
#> - floor                1  6.22e+11 1.58e+16 454612
#> - Demographic_cluster  1  1.81e+12 1.58e+16 454613
#> <none>                             1.58e+16 454613
#> - number_of_rooms      1  6.45e+12 1.58e+16 454618
#> - Tax_cluster          1  3.05e+13 1.58e+16 454643
#> - Political_cluster    1  5.53e+13 1.58e+16 454669
#> - property_type       10  1.51e+14 1.59e+16 454750
#> - year_category       10  2.73e+14 1.60e+16 454876
#> - square_meters        1  6.34e+15 2.21e+16 460175
#> 
#> Step:  AIC=454612
#> price ~ number_of_rooms + square_meters + property_type + year_category + 
#>     Demographic_cluster + Political_cluster + Tax_cluster
#> 
#>                       Df Sum of Sq      RSS    AIC
#> - Demographic_cluster  1  1.86e+12 1.58e+16 454612
#> <none>                             1.58e+16 454612
#> - number_of_rooms      1  6.49e+12 1.58e+16 454617
#> - Tax_cluster          1  3.04e+13 1.58e+16 454642
#> - Political_cluster    1  5.56e+13 1.58e+16 454668
#> - property_type       11  1.69e+14 1.59e+16 454765
#> - year_category       10  2.75e+14 1.60e+16 454877
#> - square_meters        1  6.33e+15 2.21e+16 460173
#> 
#> Step:  AIC=454612
#> price ~ number_of_rooms + square_meters + property_type + year_category + 
#>     Political_cluster + Tax_cluster
#> 
#>                     Df Sum of Sq      RSS    AIC
#> <none>                           1.58e+16 454612
#> - number_of_rooms    1  6.20e+12 1.58e+16 454616
#> - Tax_cluster        1  3.03e+13 1.58e+16 454641
#> - Political_cluster  1  5.44e+13 1.58e+16 454666
#> - property_type     11  1.71e+14 1.59e+16 454767
#> - year_category     10  2.74e+14 1.60e+16 454875
#> - square_meters      1  6.35e+15 2.21e+16 460181

#use gt summary to show the result 
tbl_reg_2 <- gtsummary::tbl_regression(lm_model2)
tbl_reg_3 <- tbl_merge(
  tbls= list(tbl_reg_1, tbl_reg_2),
  tab_spanner = c("**Model 1**", "**Model Stepwise**")
  )
tbl_reg_3

Characteristic	Model 1			Model Stepwise
	Beta	95% CI1	p-value	Beta	95% CI1	p-value
number_of_rooms	16,483	4,030, 28,937	0.009	16,145	3,703, 28,587	0.011
square_meters	8,621	8,413, 8,829	<0.001	8,625	8,417, 8,833	<0.001
property_type
Apartment	—	—		—	—
Attic flat	117,222	35,764, 198,679	0.005	112,173	31,422, 192,924	0.006
Bifamiliar house	-214,970	-292,246, -137,693	<0.001	-220,526	-297,006, -144,047	<0.001
Chalet	189,879	91,980, 287,779	<0.001	194,272	97,683, 290,861	<0.001
Duplex	-119,296	-218,381, -20,212	0.018	-119,952	-219,035, -20,869	0.018
Farm house	-510,786	-735,669, -285,903	<0.001	-515,797	-740,486, -291,108	<0.001
Loft	-158,775	-672,814, 355,263	0.5	-160,370	-674,402, 353,662	0.5
Roof flat	-86,370	-201,502, 28,761	0.14	-90,781	-205,417, 23,854	0.12
Rustic house	-18,453	-473,759, 436,854	>0.9	-16,391	-471,553, 438,772	>0.9
Single house	-141,364	-187,034, -95,694	<0.001	-144,225	-188,806, -99,644	<0.001
Terrace flat	-21,620	-185,933, 142,693	0.8	-21,086	-185,327, 143,154	0.8
Villa	184,138	111,719, 256,557	<0.001	180,375	108,643, 252,107	<0.001
floor
floor	—	—
eg	19,216	-27,545, 65,978	0.4
noteg
year_category
0-1919	—	—		—	—
1919-1945	225,546	118,201, 332,890	<0.001	224,992	117,654, 332,331	<0.001
1946-1960	288,880	187,923, 389,837	<0.001	288,083	187,130, 389,036	<0.001
1961-1970	224,755	139,248, 310,263	<0.001	224,236	138,731, 309,741	<0.001
1971-1980	316,943	240,672, 393,213	<0.001	316,190	239,933, 392,447	<0.001
1981-1990	275,729	198,711, 352,747	<0.001	274,932	197,922, 351,942	<0.001
1991-2000	330,105	250,095, 410,115	<0.001	329,088	249,094, 409,081	<0.001
2001-2005	472,269	375,585, 568,953	<0.001	470,492	373,863, 567,122	<0.001
2006-2010	533,813	448,724, 618,902	<0.001	532,571	447,515, 617,627	<0.001
2011-2015	578,987	496,243, 661,732	<0.001	577,569	494,875, 660,262	<0.001
2016-2024	421,772	356,791, 486,752	<0.001	422,209	357,376, 487,041	<0.001
Demographic_cluster	8,871	-3,779, 21,520	0.2
Political_cluster	-47,861	-60,220, -35,503	<0.001	-47,347	-59,667, -35,028	<0.001
Tax_cluster	31,090	20,287, 41,893	<0.001	30,965	20,163, 41,767	<0.001
1 CI = Confidence Interval

4.1.2.4.1 Metrics

Here we compare the performance metrics of the initial model and the stepwise model: ::: {.cell layout-align=“center”}

# print R-squared and Adj R-squared and RMSE and MAE and AIC
r_sq <- summary(lm_model2)$r.squared
adj_r_sq <- summary(lm_model2)$adj.r.squared
rmse <- rmse(testData$price, predict(lm_model2, newdata=testData))
mae <- mae(testData$price, predict(lm_model2, newdata=testData))
aic <- AIC(lm_model2)
# show those metrics in a html table
metrics_2 <- kable(data.frame(r_sq, adj_r_sq, rmse, mae, aic), format = "html", col.names = c("R-Squared", "Adjusted R-Squared", "RMSE", "MAE", "AIC")) %>%
  kable_styling(position = "center", bootstrap_options = c("striped", "bordered", "hover", "condensed"))  %>%
  add_header_above(c("Stepwise Model Performance Metrics" = 5)) 
metrics_2

Stepwise Model Performance Metrics
R-Squared	Adjusted R-Squared	RMSE	MAE	AIC
0.473	0.472	965256	493985	501373

metrics_1

Basic Model Performance Metrics
R-Squared	Adjusted R-Squared	RMSE	MAE	AIC
0.473	0.472	965171	493713	501375

:::

4.1.2.5 Cross-Validation

Cross-validation was used to assess the model’s robustness, typically to avoid overfitting and ensure that the model generalizes well to new data., using the caret package to manage this process efficiently. The CV results show metrics like RMSE and R-squared across folds, which indicate the model’s performance stability across different subsets of the data.

#add + Demographic_cluster +Political_cluster + Tax_cluster after dealing with NAN
## Cross-Validation
cv_results <- train(price ~ number_of_rooms + square_meters + year_category + property_type , data=trainData, method="lm", trControl=trainControl(method="cv", number=10))
summary(cv_results)
#> 
#> Call:
#> lm(formula = .outcome ~ ., data = dat)
#> 
#> Residuals:
#>       Min        1Q    Median        3Q       Max 
#> -18710178   -362677   -115403    196960  16761951 
#> 
#> Coefficients:
#>                                 Estimate Std. Error t value Pr(>|t|)
#> (Intercept)                      -458336      40280  -11.38  < 2e-16
#> number_of_rooms                    25064       6334    3.96  7.6e-05
#> square_meters                       8510        106   80.33  < 2e-16
#> `year_category1919-1945`          233395      55004    4.24  2.2e-05
#> `year_category1946-1960`          284299      51735    5.50  4.0e-08
#> `year_category1961-1970`          221613      43818    5.06  4.3e-07
#> `year_category1971-1980`          304335      39063    7.79  7.0e-15
#> `year_category1981-1990`          278800      39462    7.06  1.7e-12
#> `year_category1991-2000`          331674      40977    8.09  6.2e-16
#> `year_category2001-2005`          479359      49496    9.68  < 2e-16
#> `year_category2006-2010`          533222      43585   12.23  < 2e-16
#> `year_category2011-2015`          568439      42372   13.42  < 2e-16
#> `year_category2016-2024`          415840      33203   12.52  < 2e-16
#> `property_typeAttic flat`         115759      41377    2.80  0.00515
#> `property_typeBifamiliar house`  -198123      39137   -5.06  4.2e-07
#> property_typeChalet               173521      49288    3.52  0.00043
#> property_typeDuplex               -93790      50718   -1.85  0.06444
#> `property_typeFarm house`        -487279     115093   -4.23  2.3e-05
#> property_typeLoft                 -93595     263370   -0.36  0.72231
#> `property_typeRoof flat`          -63989      58694   -1.09  0.27564
#> `property_typeRustic house`      -118736     233077   -0.51  0.61046
#> `property_typeSingle house`      -143963      22845   -6.30  3.0e-10
#> `property_typeTerrace flat`       -32966      84163   -0.39  0.69529
#> property_typeVilla                155989      36692    4.25  2.1e-05
#>                                    
#> (Intercept)                     ***
#> number_of_rooms                 ***
#> square_meters                   ***
#> `year_category1919-1945`        ***
#> `year_category1946-1960`        ***
#> `year_category1961-1970`        ***
#> `year_category1971-1980`        ***
#> `year_category1981-1990`        ***
#> `year_category1991-2000`        ***
#> `year_category2001-2005`        ***
#> `year_category2006-2010`        ***
#> `year_category2011-2015`        ***
#> `year_category2016-2024`        ***
#> `property_typeAttic flat`       ** 
#> `property_typeBifamiliar house` ***
#> property_typeChalet             ***
#> property_typeDuplex             .  
#> `property_typeFarm house`       ***
#> property_typeLoft                  
#> `property_typeRoof flat`           
#> `property_typeRustic house`        
#> `property_typeSingle house`     ***
#> `property_typeTerrace flat`        
#> property_typeVilla              ***
#> ---
#> Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
#> 
#> Residual standard error: 984000 on 16453 degrees of freedom
#> Multiple R-squared:  0.468,  Adjusted R-squared:  0.467 
#> F-statistic:  629 on 23 and 16453 DF,  p-value: <2e-16
#show the CV result in the html
metrics_cv_1 <- kable(cv_results$results, format = "html") %>%
  kable_styling(position = "center", bootstrap_options = c("striped", "bordered", "hover", "condensed"))  %>%
  add_header_above(c("10 Fold Cross Validation Metrics" = 7))
metrics_cv_1

10 Fold Cross Validation Metrics
intercept	RMSE	Rsquared	MAE	RMSESD	RsquaredSD	MAESD
TRUE	983806	0.472	505720	101927	0.067	18064

metrics_1

Basic Model Performance Metrics
R-Squared	Adjusted R-Squared	RMSE	MAE	AIC
0.473	0.472	965171	493713	501375

metrics_2

Stepwise Model Performance Metrics
R-Squared	Adjusted R-Squared	RMSE	MAE	AIC
0.473	0.472	965256	493985	501373

• Write the comparison with stepwise model, seems robust ?

4.1.2.6 Model testing

The final model was tested using the unseen test dataset to evaluate its predictive accuracy. Residual plots and actual vs. predicted price plots were created to visually assess model performance:

4.1.2.6.1 Residual vs Predicted Prices

This plot shows residuals (differences between observed and predicted prices) against predicted prices. Ideally, residuals should randomly scatter around the horizontal line at zero, indicating that the model doesn’t systematically overestimate or underestimate prices.

# Model Testing 
## Test the Model
predicted_prices <- predict(lm_model2, newdata=testData)
testData$predicted_prices <- predicted_prices  # Add to testData to ensure alignment
# Calculate residuals
testData$test_residuals <- testData$price - predicted_prices  # Manually compute residuals

# Residual Analysis
gg <- ggplot(data = testData, aes(x = predicted_prices, y = test_residuals)) +
  geom_point() +
  geom_smooth(method = "lm", color = "blue") +
  labs(title = "Residuals vs Predicted Prices", x = "Predicted Prices", y = "Residuals")

# Convert ggplot to plotly
p <- ggplotly(gg, width = 600, height = 400)

# Show the interactive plot
p

As we can observe, the spread of residuals suggests potential issues with model fit, particularly for higher price predictions where the variance seems to increase.

4.1.2.6.2 Actual vs Predicted Prices

This plot should ideally show points along the diagonal line, where actual prices equal predicted prices. The data clustering along the line suggests a generally good model fit, but here we can observe the spread which indicates variance in predictions, especially at higher price points. ::: {.cell layout-align=“center”}

## Visualization
gg <- ggplot(data=testData, aes(x=predicted_prices, y=price)) +
    geom_point() +
    geom_smooth(method="lm", col="blue") +
    labs(title="Actual vs Predicted Prices", x="Predicted Prices", y="Actual Prices")

# Convert ggplot to plotly
p <- ggplotly(gg, width = 600, height = 400)

# Show the interactive plot
p

:::

4.1.3 Linear Regression between 10th and 90th percentile

To solve this issue of variance at higher price points, we can filter the data to focus on a more specific range of prices. Here, we filter the data between the 10th and 90th percentiles of the price distribution to see if the model performs better within this range:

#filter properties_filtered based on the 10th percentile and 90th percentile of the data
properties_filtered <- properties_filtered %>% 
  filter(price >= quantile(price, 0.1) & price <= quantile(price, 0.9))

4.1.3.1 Model Building

# Model Building
## Split the Data
set.seed(123)  # for reproducibility
trainIndex <- createDataPartition(properties_filtered$price, p=0.8, list=FALSE)
trainData <- properties_filtered[trainIndex, ]
testData <- properties_filtered[-trainIndex, ]

## Fit the Model
lm_model_10_90 <- lm(price ~ number_of_rooms + square_meters + property_type + floor + year_category  + Political_cluster + Tax_cluster + Demographic_cluster, data=trainData)

summary(lm_model_10_90)
#> 
#> Call:
#> lm(formula = price ~ number_of_rooms + square_meters + property_type + 
#>     floor + year_category + Political_cluster + Tax_cluster + 
#>     Demographic_cluster, data = trainData)
#> 
#> Residuals:
#>      Min       1Q   Median       3Q      Max 
#> -3909026  -265248   -87537   201296  1667347 
#> 
#> Coefficients: (1 not defined because of singularities)
#>                               Estimate Std. Error t value Pr(>|t|)
#> (Intercept)                   409591.3    24122.6   16.98  < 2e-16
#> number_of_rooms                10456.0     3263.4    3.20   0.0014
#> square_meters                   3271.1       70.6   46.35  < 2e-16
#> property_typeAttic flat       114901.1    17702.1    6.49  8.8e-11
#> property_typeBifamiliar house 116094.3    16521.4    7.03  2.2e-12
#> property_typeChalet            99042.7    23699.5    4.18  2.9e-05
#> property_typeDuplex             7588.5    21109.7    0.36   0.7192
#> property_typeFarm house       139328.0    50212.0    2.77   0.0055
#> property_typeLoft             -69118.8    99951.6   -0.69   0.4892
#> property_typeRoof flat          3982.5    25254.9    0.16   0.8747
#> property_typeRustic house       1111.5   223386.6    0.00   0.9960
#> property_typeSingle house      74104.9    10523.0    7.04  2.0e-12
#> property_typeTerrace flat     106647.0    33804.3    3.15   0.0016
#> property_typeVilla            137796.0    17149.1    8.04  1.0e-15
#> flooreg                        24652.1    10258.1    2.40   0.0163
#> floornoteg                          NA         NA      NA       NA
#> year_category1919-1945         44135.4    25311.8    1.74   0.0812
#> year_category1946-1960         65480.6    24031.7    2.72   0.0064
#> year_category1961-1970        160967.0    20788.1    7.74  1.0e-14
#> year_category1971-1980        159924.0    18442.0    8.67  < 2e-16
#> year_category1981-1990        159944.8    18324.1    8.73  < 2e-16
#> year_category1991-2000        154760.1    18811.0    8.23  < 2e-16
#> year_category2001-2005        301789.8    22613.6   13.35  < 2e-16
#> year_category2006-2010        336142.4    19922.8   16.87  < 2e-16
#> year_category2011-2015        322787.8    19382.9   16.65  < 2e-16
#> year_category2016-2024        219954.4    15625.7   14.08  < 2e-16
#> Political_cluster             -29485.1     2704.5  -10.90  < 2e-16
#> Tax_cluster                     -597.2     2376.3   -0.25   0.8016
#> Demographic_cluster             5532.7     2869.1    1.93   0.0538
#>                                  
#> (Intercept)                   ***
#> number_of_rooms               ** 
#> square_meters                 ***
#> property_typeAttic flat       ***
#> property_typeBifamiliar house ***
#> property_typeChalet           ***
#> property_typeDuplex              
#> property_typeFarm house       ** 
#> property_typeLoft                
#> property_typeRoof flat           
#> property_typeRustic house        
#> property_typeSingle house     ***
#> property_typeTerrace flat     ** 
#> property_typeVilla            ***
#> flooreg                       *  
#> floornoteg                       
#> year_category1919-1945        .  
#> year_category1946-1960        ** 
#> year_category1961-1970        ***
#> year_category1971-1980        ***
#> year_category1981-1990        ***
#> year_category1991-2000        ***
#> year_category2001-2005        ***
#> year_category2006-2010        ***
#> year_category2011-2015        ***
#> year_category2016-2024        ***
#> Political_cluster             ***
#> Tax_cluster                      
#> Demographic_cluster           .  
#> ---
#> Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
#> 
#> Residual standard error: 386000 on 13217 degrees of freedom
#> Multiple R-squared:  0.316,  Adjusted R-squared:  0.314 
#> F-statistic:  226 on 27 and 13217 DF,  p-value: <2e-16

4.1.3.2 Model Evaluation

# Model Evaluation
## Diagnostic Checks
#plot(lm_model)
#ad.test(residuals(lm_model))

#use gt summary to show the result
tbl_reg_1_10_90 <- gtsummary::tbl_regression(lm_model_10_90)

tbl_reg_1_vs_10_90 <- tbl_merge(
  tbls= list(tbl_reg_1, tbl_reg_1_10_90),
  tab_spanner = c("**Basic Model (All Prices)**", "**Basic Model (10-90 Qt)**")
  )
tbl_reg_1_vs_10_90

Characteristic	Basic Model (All Prices)			Basic Model (10-90 Qt)
	Beta	95% CI1	p-value	Beta	95% CI1	p-value
number_of_rooms	16,483	4,030, 28,937	0.009	10,456	4,059, 16,853	0.001
square_meters	8,621	8,413, 8,829	<0.001	3,271	3,133, 3,409	<0.001
property_type
Apartment	—	—		—	—
Attic flat	117,222	35,764, 198,679	0.005	114,901	80,202, 149,600	<0.001
Bifamiliar house	-214,970	-292,246, -137,693	<0.001	116,094	83,710, 148,479	<0.001
Chalet	189,879	91,980, 287,779	<0.001	99,043	52,588, 145,497	<0.001
Duplex	-119,296	-218,381, -20,212	0.018	7,588	-33,790, 48,967	0.7
Farm house	-510,786	-735,669, -285,903	<0.001	139,328	40,905, 237,751	0.006
Loft	-158,775	-672,814, 355,263	0.5	-69,119	-265,038, 126,801	0.5
Roof flat	-86,370	-201,502, 28,761	0.14	3,982	-45,521, 53,486	0.9
Rustic house	-18,453	-473,759, 436,854	>0.9	1,111	-436,758, 438,981	>0.9
Single house	-141,364	-187,034, -95,694	<0.001	74,105	53,478, 94,731	<0.001
Terrace flat	-21,620	-185,933, 142,693	0.8	106,647	40,386, 172,908	0.002
Villa	184,138	111,719, 256,557	<0.001	137,796	104,181, 171,411	<0.001
floor
floor	—	—		—	—
eg	19,216	-27,545, 65,978	0.4	24,652	4,545, 44,759	0.016
noteg
year_category
0-1919	—	—		—	—
1919-1945	225,546	118,201, 332,890	<0.001	44,135	-5,479, 93,750	0.081
1946-1960	288,880	187,923, 389,837	<0.001	65,481	18,375, 112,586	0.006
1961-1970	224,755	139,248, 310,263	<0.001	160,967	120,219, 201,715	<0.001
1971-1980	316,943	240,672, 393,213	<0.001	159,924	123,775, 196,073	<0.001
1981-1990	275,729	198,711, 352,747	<0.001	159,945	124,027, 195,863	<0.001
1991-2000	330,105	250,095, 410,115	<0.001	154,760	117,888, 191,632	<0.001
2001-2005	472,269	375,585, 568,953	<0.001	301,790	257,464, 346,116	<0.001
2006-2010	533,813	448,724, 618,902	<0.001	336,142	297,091, 375,194	<0.001
2011-2015	578,987	496,243, 661,732	<0.001	322,788	284,795, 360,781	<0.001
2016-2024	421,772	356,791, 486,752	<0.001	219,954	189,326, 250,583	<0.001
Demographic_cluster	8,871	-3,779, 21,520	0.2	5,533	-91, 11,157	0.054
Political_cluster	-47,861	-60,220, -35,503	<0.001	-29,485	-34,786, -24,184	<0.001
Tax_cluster	31,090	20,287, 41,893	<0.001	-597	-5,255, 4,061	0.8
1 CI = Confidence Interval

4.1.3.2.1 Metrics

Here are the performance metrics for the model with prices between the 10th and 90th percentiles: ::: {.cell layout-align=“center”}

# print R-squared and Adj R-squared and RMSE and MAE and AIC
r_sq <- summary(lm_model_10_90)$r.squared
adj_r_sq <- summary(lm_model_10_90)$adj.r.squared
rmse <- rmse(testData$price, predict(lm_model_10_90))
#> Warning in actual - predicted: longer object length is not a
#> multiple of shorter object length
mae <- mae(testData$price, predict(lm_model_10_90, newdata=testData))
aic <- AIC(lm_model_10_90)
# show those metrics in a html table
metrics_1_10_90 <- kable(data.frame(r_sq, adj_r_sq, rmse, mae, aic), format = "html", col.names = c("R-Squared", "Adjusted R-Squared", "RMSE", "MAE", "AIC")) %>%
  kable_styling(position = "center", bootstrap_options = c("striped", "bordered", "hover", "condensed")) %>%
  add_header_above(c("Basic Model Performance Metrics (10-90 Qt)" = 5))  
metrics_1_10_90

Basic Model Performance Metrics (10-90 Qt)
R-Squared	Adjusted R-Squared	RMSE	MAE	AIC
0.316	0.314	529332	295819	378362

:::

Here was the previous metrics of our first Basic model (without the 10-90 Qt filter) ::: {.cell layout-align=“center”}

metrics_2

Stepwise Model Performance Metrics
R-Squared	Adjusted R-Squared	RMSE	MAE	AIC
0.473	0.472	965256	493985	501373

:::

4.1.3.3 Variable Selection

# stepwise regression
lm_model2_10_90 <- step(lm_model_10_90)
#> Start:  AIC=340772
#> price ~ number_of_rooms + square_meters + property_type + floor + 
#>     year_category + Political_cluster + Tax_cluster + Demographic_cluster
#> 
#>                       Df Sum of Sq      RSS    AIC
#> - Tax_cluster          1  9.40e+09 1.97e+15 340770
#> <none>                             1.97e+15 340772
#> - Demographic_cluster  1  5.54e+11 1.97e+15 340774
#> - floor                1  8.60e+11 1.97e+15 340776
#> - number_of_rooms      1  1.53e+12 1.97e+15 340780
#> - property_type       10  1.04e+13 1.98e+15 340822
#> - Political_cluster    1  1.77e+13 1.99e+15 340889
#> - year_category       10  7.76e+13 2.05e+15 341265
#> - square_meters        1  3.20e+14 2.29e+15 342765
#> 
#> Step:  AIC=340770
#> price ~ number_of_rooms + square_meters + property_type + floor + 
#>     year_category + Political_cluster + Demographic_cluster
#> 
#>                       Df Sum of Sq      RSS    AIC
#> <none>                             1.97e+15 340770
#> - Demographic_cluster  1  5.53e+11 1.97e+15 340772
#> - floor                1  8.64e+11 1.97e+15 340774
#> - number_of_rooms      1  1.52e+12 1.97e+15 340778
#> - property_type       10  1.04e+13 1.98e+15 340820
#> - Political_cluster    1  2.05e+13 1.99e+15 340905
#> - year_category       10  7.77e+13 2.05e+15 341263
#> - square_meters        1  3.20e+14 2.29e+15 342763
# plot(lm_model2)
# ad.test(residuals(lm_model2))

lm_model2_10_90
#> 
#> Call:
#> lm(formula = price ~ number_of_rooms + square_meters + property_type + 
#>     floor + year_category + Political_cluster + Demographic_cluster, 
#>     data = trainData)
#> 
#> Coefficients:
#>                   (Intercept)                number_of_rooms  
#>                        407484                          10424  
#>                 square_meters        property_typeAttic flat  
#>                          3271                         114977  
#> property_typeBifamiliar house            property_typeChalet  
#>                        116098                          99476  
#>           property_typeDuplex        property_typeFarm house  
#>                          7626                         139306  
#>             property_typeLoft         property_typeRoof flat  
#>                        -69620                           3953  
#>     property_typeRustic house      property_typeSingle house  
#>                           457                          74134  
#>     property_typeTerrace flat             property_typeVilla  
#>                        106652                         137868  
#>                       flooreg                     floornoteg  
#>                         24707                             NA  
#>        year_category1919-1945         year_category1946-1960  
#>                         44044                          65475  
#>        year_category1961-1970         year_category1971-1980  
#>                        160915                         159994  
#>        year_category1981-1990         year_category1991-2000  
#>                        159960                         154844  
#>        year_category2001-2005         year_category2006-2010  
#>                        301867                         336186  
#>        year_category2011-2015         year_category2016-2024  
#>                        322734                         220053  
#>             Political_cluster            Demographic_cluster  
#>                        -29220                           5529

#use gt summary to show the result 
tbl_reg_2_10_90 <- gtsummary::tbl_regression(lm_model2_10_90)
tbl_reg_3_10_90 <- tbl_merge(
  tbls= list(tbl_reg_1_vs_10_90, tbl_reg_2_10_90),
  tab_spanner = c("**Basic Model (10-90 Qt)**", "**Stepwise Model (10-90 Qt)**")
  )
tbl_reg_3_10_90

Characteristic	Basic Model (10-90 Qt)						Stepwise Model (10-90 Qt)
	Beta	95% CI1	p-value	Beta	95% CI1	p-value	Beta	95% CI1	p-value
number_of_rooms	16,483	4,030, 28,937	0.009	10,456	4,059, 16,853	0.001	10,424	4,033, 16,816	0.001
square_meters	8,621	8,413, 8,829	<0.001	3,271	3,133, 3,409	<0.001	3,271	3,133, 3,410	<0.001
property_type
Apartment	—	—		—	—		—	—
Attic flat	117,222	35,764, 198,679	0.005	114,901	80,202, 149,600	<0.001	114,977	80,284, 149,669	<0.001
Bifamiliar house	-214,970	-292,246, -137,693	<0.001	116,094	83,710, 148,479	<0.001	116,098	83,715, 148,481	<0.001
Chalet	189,879	91,980, 287,779	<0.001	99,043	52,588, 145,497	<0.001	99,476	53,147, 145,806	<0.001
Duplex	-119,296	-218,381, -20,212	0.018	7,588	-33,790, 48,967	0.7	7,626	-33,749, 49,002	0.7
Farm house	-510,786	-735,669, -285,903	<0.001	139,328	40,905, 237,751	0.006	139,306	40,887, 237,725	0.006
Loft	-158,775	-672,814, 355,263	0.5	-69,119	-265,038, 126,801	0.5	-69,620	-265,493, 126,254	0.5
Roof flat	-86,370	-201,502, 28,761	0.14	3,982	-45,521, 53,486	0.9	3,953	-45,548, 53,454	0.9
Rustic house	-18,453	-473,759, 436,854	>0.9	1,111	-436,758, 438,981	>0.9	457	-437,367, 438,282	>0.9
Single house	-141,364	-187,034, -95,694	<0.001	74,105	53,478, 94,731	<0.001	74,134	53,509, 94,759	<0.001
Terrace flat	-21,620	-185,933, 142,693	0.8	106,647	40,386, 172,908	0.002	106,652	40,393, 172,911	0.002
Villa	184,138	111,719, 256,557	<0.001	137,796	104,181, 171,411	<0.001	137,868	104,259, 171,477	<0.001
floor
floor	—	—		—	—		—	—
eg	19,216	-27,545, 65,978	0.4	24,652	4,545, 44,759	0.016	24,707	4,605, 44,809	0.016
noteg
year_category
0-1919	—	—		—	—		—	—
1919-1945	225,546	118,201, 332,890	<0.001	44,135	-5,479, 93,750	0.081	44,044	-5,564, 93,652	0.082
1946-1960	288,880	187,923, 389,837	<0.001	65,481	18,375, 112,586	0.006	65,475	18,371, 112,579	0.006
1961-1970	224,755	139,248, 310,263	<0.001	160,967	120,219, 201,715	<0.001	160,915	120,171, 201,659	<0.001
1971-1980	316,943	240,672, 393,213	<0.001	159,924	123,775, 196,073	<0.001	159,994	123,850, 196,137	<0.001
1981-1990	275,729	198,711, 352,747	<0.001	159,945	124,027, 195,863	<0.001	159,960	124,044, 195,876	<0.001
1991-2000	330,105	250,095, 410,115	<0.001	154,760	117,888, 191,632	<0.001	154,844	117,979, 191,709	<0.001
2001-2005	472,269	375,585, 568,953	<0.001	301,790	257,464, 346,116	<0.001	301,867	257,547, 346,187	<0.001
2006-2010	533,813	448,724, 618,902	<0.001	336,142	297,091, 375,194	<0.001	336,186	297,138, 375,235	<0.001
2011-2015	578,987	496,243, 661,732	<0.001	322,788	284,795, 360,781	<0.001	322,734	284,744, 360,724	<0.001
2016-2024	421,772	356,791, 486,752	<0.001	219,954	189,326, 250,583	<0.001	220,053	189,435, 250,671	<0.001
Demographic_cluster	8,871	-3,779, 21,520	0.2	5,533	-91, 11,157	0.054	5,529	-95, 11,152	0.054
Political_cluster	-47,861	-60,220, -35,503	<0.001	-29,485	-34,786, -24,184	<0.001	-29,220	-34,101, -24,339	<0.001
Tax_cluster	31,090	20,287, 41,893	<0.001	-597	-5,255, 4,061	0.8
1 CI = Confidence Interval

4.1.3.3.1 Metrics

Here are the performance metrics for the stepwise model with prices between the 10th and 90th percentiles as well as the comparison with the initial model: ::: {.cell layout-align=“center”}

## Performance Metrics
r_sq <- summary(lm_model2_10_90)$r.squared
adj_r_sq <- summary(lm_model2_10_90)$adj.r.squared
rmse <- rmse(testData$price, predict(lm_model2_10_90))
#> Warning in actual - predicted: longer object length is not a
#> multiple of shorter object length
mae <- mae(testData$price, predict(lm_model2_10_90, newdata=testData))
aic <- AIC(lm_model2_10_90)
# show those metrics in a html table
metrics_2_10_90 <- kable(data.frame(r_sq, adj_r_sq, rmse, mae, aic), format = "html", col.names = c("R-Squared", "Adjusted R-Squared", "RMSE", "MAE", "AIC")) %>%
  kable_styling(position = "center", bootstrap_options = c("striped", "bordered", "hover", "condensed")) %>%
  add_header_above(c("Stepwise Model Performance Metrics (10-90 Qt)" = 5))
metrics_2_10_90

Stepwise Model Performance Metrics (10-90 Qt)
R-Squared	Adjusted R-Squared	RMSE	MAE	AIC
0.316	0.314	529347	295810	378360

:::

Here was the previous metrics of our Basic Model (without Stepwise Integration) ::: {.cell layout-align=“center”}

metrics_1_10_90

Basic Model Performance Metrics (10-90 Qt)
R-Squared	Adjusted R-Squared	RMSE	MAE	AIC
0.316	0.314	529332	295819	378362

:::

Here was the previous metrics of our stepwise model (without the 10-90 Qt filter) ::: {.cell layout-align=“center”}

metrics_2

Stepwise Model Performance Metrics
R-Squared	Adjusted R-Squared	RMSE	MAE	AIC
0.473	0.472	965256	493985	501373

:::

4.1.3.4 Cross-Validation

## Cross-Validation
cv_results2 <- train(price ~ number_of_rooms + square_meters + year_category + property_type, data=trainData, method="lm", trControl=trainControl(method="cv", number=10))
summary(cv_results2)
#> 
#> Call:
#> lm(formula = .outcome ~ ., data = dat)
#> 
#> Residuals:
#>      Min       1Q   Median       3Q      Max 
#> -3780853  -265807   -92952   203954  1605843 
#> 
#> Coefficients:
#>                                 Estimate Std. Error t value Pr(>|t|)
#> (Intercept)                     339511.6    20122.3   16.87  < 2e-16
#> number_of_rooms                  13722.4     3263.3    4.21  2.6e-05
#> square_meters                     3188.0       70.5   45.20  < 2e-16
#> `year_category1919-1945`         45021.5    25441.5    1.77   0.0768
#> `year_category1946-1960`         60596.7    24157.5    2.51   0.0121
#> `year_category1961-1970`        158331.7    20893.4    7.58  3.7e-14
#> `year_category1971-1980`        153564.3    18527.9    8.29  < 2e-16
#> `year_category1981-1990`        158894.6    18422.1    8.63  < 2e-16
#> `year_category1991-2000`        156792.6    18907.8    8.29  < 2e-16
#> `year_category2001-2005`        304972.5    22729.3   13.42  < 2e-16
#> `year_category2006-2010`        336133.4    20026.6   16.78  < 2e-16
#> `year_category2011-2015`        316724.0    19475.4   16.26  < 2e-16
#> `year_category2016-2024`        219396.1    15677.8   13.99  < 2e-16
#> `property_typeAttic flat`       112262.6    17627.7    6.37  2.0e-10
#> `property_typeBifamiliar house` 118815.5    16405.6    7.24  4.7e-13
#> property_typeChalet             100036.5    23552.3    4.25  2.2e-05
#> property_typeDuplex              20502.5    21189.4    0.97   0.3333
#> `property_typeFarm house`       152275.1    50417.0    3.02   0.0025
#> property_typeLoft               -48313.3   100443.0   -0.48   0.6305
#> `property_typeRoof flat`         10763.2    25251.9    0.43   0.6699
#> `property_typeRustic house`     -27078.8   224539.8   -0.12   0.9040
#> `property_typeSingle house`      70341.2    10342.6    6.80  1.1e-11
#> `property_typeTerrace flat`     107479.0    33974.6    3.16   0.0016
#> property_typeVilla              124013.8    17069.0    7.27  3.9e-13
#>                                    
#> (Intercept)                     ***
#> number_of_rooms                 ***
#> square_meters                   ***
#> `year_category1919-1945`        .  
#> `year_category1946-1960`        *  
#> `year_category1961-1970`        ***
#> `year_category1971-1980`        ***
#> `year_category1981-1990`        ***
#> `year_category1991-2000`        ***
#> `year_category2001-2005`        ***
#> `year_category2006-2010`        ***
#> `year_category2011-2015`        ***
#> `year_category2016-2024`        ***
#> `property_typeAttic flat`       ***
#> `property_typeBifamiliar house` ***
#> property_typeChalet             ***
#> property_typeDuplex                
#> `property_typeFarm house`       ** 
#> property_typeLoft                  
#> `property_typeRoof flat`           
#> `property_typeRustic house`        
#> `property_typeSingle house`     ***
#> `property_typeTerrace flat`     ** 
#> property_typeVilla              ***
#> ---
#> Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
#> 
#> Residual standard error: 388000 on 13221 degrees of freedom
#> Multiple R-squared:  0.308,  Adjusted R-squared:  0.307 
#> F-statistic:  256 on 23 and 13221 DF,  p-value: <2e-16

#show the CV result in the html
metrics_cv2 <- kable(cv_results2$results, format = "html") %>%
  
  kable_styling(position = "center", bootstrap_options = c("striped", "bordered", "hover", "condensed"))  %>%
  add_header_above(c("10 Fold Cross Validation Metrics (10-90th Qt)" = 7))
metrics_cv2

10 Fold Cross Validation Metrics (10-90th Qt)
intercept	RMSE	Rsquared	MAE	RMSESD	RsquaredSD	MAESD
TRUE	388549	0.309	3e+05	11794	0.036	7336

Here was the previous metrics of our first Basic Model (without the 10-90 Qt filter) ::: {.cell layout-align=“center”}

metrics_cv_1

10 Fold Cross Validation Metrics
intercept	RMSE	Rsquared	MAE	RMSESD	RsquaredSD	MAESD
TRUE	983806	0.472	505720	101927	0.067	18064

:::

4.1.3.5 Model testing

4.1.3.5.1 Residual vs Predicted Prices

# Model Testing 
## Test the Model
predicted_prices <- predict(lm_model2_10_90, newdata=testData)
testData$predicted_prices <- predicted_prices  # Add to testData to ensure alignment
# Calculate residuals
testData$test_residuals <- testData$price - predicted_prices  # Manually compute residuals

# Residual Analysis
gg <- ggplot(data = testData, aes(x = predicted_prices, y = test_residuals)) +
  geom_point() +
  geom_smooth(method = "lm", color = "blue") +
  labs(title = "Residuals vs Predicted Prices", x = "Predicted Prices", y = "Residuals")

# Convert ggplot to plotly
p <- ggplotly(gg, width = 600, height = 400)

# Show the interactive plot
p

4.1.3.5.2 Actual vs Predicted Prices

## Visualization
gg <- ggplot(data=testData, aes(x=predicted_prices, y=price)) +
    geom_point() +
    geom_smooth(method="lm", col="blue") +
    labs(title="Actual vs Predicted Prices", x="Predicted Prices", y="Actual Prices")

# Convert ggplot to plotly
p <- ggplotly(gg, width = 600, height = 400)

# Show the interactive plot
p

4.1.4 Improvement

• Hyperparameter Tuning: Introduce more explicit tuning, perhaps through regularization techniques like Ridge or Lasso if moving beyond basic linear regression. In caret, this can be managed through the expand.grid function to set up a grid of possible values for various parameters.

4.2 Model 2

4.2.1 Random Forest

We decided to implement a Random Forest model to compare its performance with the linear regression model. Random Forest is an ensemble learning method that builds multiple decision trees during training and outputs the mode of the classes or the mean prediction of the individual trees. This model is known for its robustness and ability to handle complex relationships in the data.

4.2.1.1 Model Building

properties_filtered
#>      zip_code   price number_of_rooms square_meters
#> 1        1000  599000             4.5            95
#> 2        1000 1380000             4.5           131
#> 3        1000 1498000             4.5           126
#> 4        1000 1995000             7.5           180
#> 5        1000 1065000             4.5           104
#> 6        1000 2350000             9.0           262
#> 7        1000  754000             4.5           121
#> 8        1004 1040000             3.5            79
#> 9        1004  850000             2.5            63
#> 10       1004  965000             3.5            99
#> 11       1004  960000             3.5            99
#> 12       1004 1310000             4.5            97
#> 13       1004  740000             2.5            68
#> 14       1004  890000             2.5            71
#> 15       1004 1390000             3.5           118
#> 16       1004 1020000             3.5            83
#> 17       1004  960000             3.5            99
#> 18       1004 1500000             5.0           155
#> 19       1004 1070000             3.5            79
#> 20       1004 1050000             3.5            82
#> 21       1004 2200000             5.5           185
#> 22       1004  635000             2.5            50
#> 23       1004  930000             3.5            99
#> 24       1004 1500000             5.0           155
#> 25       1004  790000             3.5            70
#> 26       1004 1310000             4.5           114
#> 27       1004  995000             3.5           100
#> 28       1004 1390000             3.5           107
#> 29       1004 1015000             3.5            79
#> 30       1004 1095000             4.5            89
#> 31       1004  975000             3.5            79
#> 32       1004  850000             2.5            63
#> 33       1005 1895000             5.5           129
#> 34       1005 2450000             6.5           200
#> 35       1006 2395000             5.5           170
#> 36       1006 2250000             5.0           153
#> 37       1006  795000             2.5            62
#> 38       1007 1690000             4.5           150
#> 39       1007 1690000             4.5           147
#> 40       1007  835000             3.0            56
#> 41       1007  495000             4.5            93
#> 42       1007  625000             4.5           165
#> 43       1008 1380000             4.5           136
#> 44       1008 1630000             6.0           190
#> 45       1008 1025000             2.5            72
#> 46       1008 1380000             4.5           136
#> 47       1008 1270000             3.5           118
#> 48       1008 1230000             4.5            98
#> 49       1008  698000             3.5            72
#> 50       1008 1510000             4.5           160
#> 51       1008  695000             2.5            48
#> 52       1008 1750000             3.5           125
#> 53       1008 1490000             4.5           140
#> 54       1008 1750000             3.5           125
#> 55       1008 1260000             4.5           118
#> 56       1008 1270000             3.5           116
#> 57       1008 1687000             4.5           120
#> 58       1008 1665660             4.5           145
#> 59       1008 1665000             4.5           145
#> 60       1008 1260000             4.5           123
#> 61       1008 1230000             4.5           101
#> 62       1008 1350000             4.5            96
#> 63       1008 1530000             4.5           133
#> 64       1008  510000             3.5            57
#> 65       1008 1990000             6.5           180
#> 66       1008 1025000             2.5            72
#> 67       1008 1285000             4.5           118
#> 68       1008  750000             3.5            88
#> 69       1008 1340000             5.5           115
#> 70       1008 1750000             3.5           125
#> 71       1008 1495000             4.5           108
#> 72       1008  690000             1.0            60
#> 73       1008 1024500             2.5            73
#> 74       1008 1490000             4.5           160
#> 75       1008 1380000             4.5           146
#> 76       1008 1530000             4.5           133
#> 77       1008 2050000             6.5           180
#> 78       1009 1250000             3.5           100
#> 79       1009 1095000             3.5            84
#> 80       1009 1600000             3.5            68
#> 81       1009 1695000             3.0           108
#> 82       1009 1270000             3.5            92
#> 83       1009 2450000             4.5           169
#> 84       1009 1850000             4.5           128
#> 85       1009 1090000             5.0           145
#> 86       1009 1620000             3.5           120
#> 87       1009 1250000             6.5           156
#> 88       1009 1200000             5.0           107
#> 89       1009 1870000             4.5           123
#> 90       1009  850000             2.0            40
#> 91       1009 2440000             5.5           147
#> 92       1009 2240000             4.5           154
#> 93       1009 1890000             5.5           155
#> 94       1009  850000             1.0            40
#> 95       1009 1580000             3.5           135
#> 96       1009 2450000             4.5           150
#> 97       1009  900000             5.0           107
#> 98       1009  850000             2.5            41
#> 99       1009 1870000             4.5           123
#> 100      1009 1600000             3.5            68
#> 101      1009 1250000             3.5            81
#> 102      1009 2330000             5.5           174
#> 103      1009 1275000             3.5            86
#> 104      1009 2450000             4.5           150
#> 105      1009 1295000             3.5            86
#> 106      1009 2330000             5.5           175
#> 107      1009 1300000             3.5           100
#> 108      1009  495000             2.5            43
#> 109      1009  990000             3.5            84
#> 110      1009 2380000             6.5           177
#> 111      1009 1220000             2.5            91
#> 112      1009 1275000             3.5            86
#> 113      1009 1800000             3.5           158
#> 114      1010 1260000             3.5           102
#> 115      1010  825000             2.0            60
#> 116      1010 1150000             3.5            94
#> 117      1010  950000             3.5            86
#> 118      1010 1490000             4.5            84
#> 119      1010 2205000             5.5           167
#> 120      1010 1400000             4.5           111
#> 121      1010 1950000             4.5           127
#> 122      1010  825000             2.5            72
#> 123      1010 2195000             5.5           167
#> 124      1010 1880000             4.5           127
#> 125      1010  595000             2.5            62
#> 126      1010 1150000             3.5            83
#> 127      1010 1790000             7.5           220
#> 128      1010 2190000             5.5           133
#> 129      1010 1915000             4.5           127
#> 130      1010  950000             4.5            89
#> 131      1010 1360000             4.5           133
#> 132      1010  760000             3.5            91
#> 133      1010 2215000             5.5           167
#> 134      1010 1100000             5.5           110
#> 135      1010 2205000             5.5           167
#> 136      1010 1190000             3.5            83
#> 137      1010 2205000             5.5           167
#> 138      1012 1500000             5.5           162
#> 139      1012 2290000             5.5           140
#> 140      1012 1720000             4.5           117
#> 141      1012 1650000             4.5           131
#> 142      1012 1290000             4.5           127
#> 143      1012 1782000             3.5           109
#> 144      1012 1690000             5.5           158
#> 145      1012  975000             3.5            83
#> 146      1012 1530000             4.5           108
#> 147      1012 1590000             3.5           109
#> 148      1012 1140000             3.5           105
#> 149      1012  965000             3.5            89
#> 150      1012 1050000             4.5            98
#> 151      1012 2290000             5.5           140
#> 152      1012 1650000             4.5           131
#> 153      1012  960000             3.5            80
#> 154      1012 1210000             3.5            79
#> 155      1012 1590000             3.5           108
#> 156      1012 1210000             3.5            79
#> 157      1012 1440000             3.5            83
#> 158      1012 1720000             4.5           117
#> 159      1012 1720000             4.5           117
#> 160      1012 1890000             5.5           129
#> 161      1012 1350000             5.0           158
#> 162      1018  635000             2.5            50
#> 163      1018  635000             2.5            50
#> 164      1018 1135000             4.5            99
#> 165      1018 1250000             4.5           124
#> 166      1018 1350000             5.5           152
#> 167      1018 1350000             5.5           152
#> 168      1018 1135000             4.5            99
#> 169      1018 1095000             4.5            89
#> 170      1018 1350000             5.5           140
#> 171      1018  665000             2.5            50
#> 172      1018  625000             2.5            50
#> 173      1018  615000             3.5            56
#> 174      1018 1150000             4.5            89
#> 175      1018 1095000             4.5            89
#> 176      1018  675000             2.5            48
#> 177      1018  625000             2.5            50
#> 178      1018 1100000             4.5            89
#> 179      1018 1095000             3.5            89
#> 180      1018 1250000             4.5           123
#> 181      1020  790000             2.5            56
#> 182      1020  875000             4.5           100
#> 183      1020  695000             3.5            75
#> 184      1020 1550000             5.5           160
#> 185      1020 1550000             5.5           160
#> 186      1020 1590000             4.5           134
#> 187      1020  690000             3.5            62
#> 188      1020  690000             3.5            62
#> 189      1020 1550000             7.5           185
#> 190      1020 1390000             4.5           146
#> 191      1020 2250000             9.5           325
#> 192      1020  695000             3.5            75
#> 193      1020  695000             3.5            75
#> 194      1020  990000             4.5           110
#> 195      1020  695000             3.5            75
#> 196      1022  771000             2.5            61
#> 197      1022  771000             2.5            61
#> 198      1022  730000             2.5            57
#> 199      1022 1390000             5.0            95
#> 200      1022  764000             2.5            60
#> 201      1022  758000             2.5            60
#> 202      1022  758000             2.5            60
#> 203      1022  764000             2.5            60
#> 204      1023  750000             2.5            67
#> 205      1023 1210000             4.5           107
#> 206      1023 1260000             4.5           130
#> 207      1023 1425000             5.5           150
#> 208      1023 1950000             4.5           120
#> 209      1023  675000             2.0            67
#> 210      1023 1395000             5.0           150
#> 211      1023  750000             2.5            67
#> 212      1023 1120000             5.5           122
#> 213      1023  920000             3.5            79
#> 214      1023 1485000             5.5           180
#> 215      1024 1375000             4.5           130
#> 216      1024  890000             3.5            91
#> 217      1024  900000             3.5            92
#> 218      1024 1990000            10.0           212
#> 219      1024 1375000             4.5           130
#> 220      1024 1990000             6.5           210
#> 221      1024 1450000             4.5           113
#> 222      1025 1295000             3.5            98
#> 223      1025 1295000             3.5            92
#> 224      1025 2295000             7.5           212
#> 225      1025 2295000             7.5           212
#> 226      1025 1640000             5.5           150
#> 227      1026 1260000             4.5           122
#> 228      1026  745000             2.5            57
#> 229      1026 1750000             7.5           200
#> 230      1026 2015000             6.0           190
#> 231      1026  890000             3.5            85
#> 232      1026 2250000             5.0           205
#> 233      1026 2250000             5.0           205
#> 234      1026 1695000             6.0           211
#> 235      1026  790000             3.5            77
#> 236      1026  820000             4.5           109
#> 237      1026 2395000             7.5           190
#> 238      1026  610000             2.5            51
#> 239      1026  890000             3.5            82
#> 240      1026 2015000             6.0           190
#> 241      1026 1150000             4.5           107
#> 242      1026  820000             4.5           109
#> 243      1026 1695000             6.0           253
#> 244      1026  690000             2.5            57
#> 245      1027 1120000             4.0           127
#> 246      1027 1490000             5.5           190
#> 247      1027 1120000             4.0           127
#> 248      1027 1060000             3.5            93
#> 249      1027 2200000             7.0           200
#> 250      1027 1490000             4.5           134
#> 251      1027 1980000             6.5           180
#> 252      1028 1420000             5.5           179
#> 253      1028 1220000             5.5           119
#> 254      1028 1420000             5.5           134
#> 255      1028 1220000             5.5           119
#> 256      1028 1390000             4.5           106
#> 257      1028 1870000             5.5           175
#> 258      1028 1420000             5.5           179
#> 259      1029 1750000             7.5           180
#> 260      1029  730000             3.5            79
#> 261      1029 1690000             6.5           180
#> 262      1030 1750000             5.5           200
#> 263      1030  695000             4.5            86
#> 264      1030  790000             3.5            80
#> 265      1030 1690000             5.5           150
#> 266      1030  960000             4.5           108
#> 267      1030  600000             2.5            51
#> 268      1030  820000             3.0            84
#> 269      1030  790000             3.5            80
#> 270      1030 1000000             4.5           110
#> 271      1030  750000             3.5            89
#> 272      1030 1150000             5.5           135
#> 273      1030 1000000             4.5           110
#> 274      1030 2390000             5.5           201
#> 275      1030 1550000             5.0           145
#> 276      1030 1595000             6.5           159
#> 277      1031  890000             3.5           130
#> 278      1031 1900000             5.5           155
#> 279      1031  640000             2.5            44
#> 280      1031 1160000             3.5            91
#> 281      1031 1295000             4.5           165
#> 282      1031 1100000             4.5           126
#> 283      1031  890000             3.5           130
#> 284      1031  685000             2.5            65
#> 285      1032 1090000             5.5           145
#> 286      1032 1090000             5.5           145
#> 287      1032  880000             3.5            86
#> 288      1032 1090000             5.5           145
#> 289      1032 1980000             7.5           241
#> 290      1032 1590000             5.5           185
#> 291      1032 1090000             5.5           145
#> 292      1032 1960000             6.5           212
#> 293      1033 1510000             5.5           146
#> 294      1033  550000             3.5            52
#> 295      1033  790000             3.5            65
#> 296      1033 1360000             5.5           205
#> 297      1033 1035000             5.5           127
#> 298      1033 1590000             5.5           184
#> 299      1033  850000             4.5           104
#> 300      1033  716000             2.5            69
#> 301      1033 1595000             5.5           160
#> 302      1033  695000             2.5            69
#> 303      1034 1390000             5.0           150
#> 304      1034  935000             4.5           134
#> 305      1034 1390000             5.0           150
#> 306      1034  935000             4.5           134
#> 307      1034 1110000             4.5           122
#> 308      1034  945000             5.5           123
#> 309      1035  600000             2.5            74
#> 310      1035  860000             3.5            93
#> 311      1035  710000             3.5            91
#> 312      1035  895000             3.5            85
#> 313      1035 1150000             5.5           144
#> 314      1035  930000             4.5           118
#> 315      1035 1045000             4.5           108
#> 316      1035  795000             3.5            79
#> 317      1035  840000             4.5           109
#> 318      1035  600000             2.5            74
#> 319      1035 1050000             5.5           147
#> 320      1035  710000             3.5            91
#> 321      1035  840000             4.5           109
#> 322      1035 1050000             5.5           147
#> 323      1036  695000             2.5            66
#> 324      1036  738500             3.5            79
#> 325      1036  825000             3.5            74
#> 326      1036  825000             3.5            74
#> 327      1036 1065000             4.5            96
#> 328      1036 1195000             5.5           124
#> 329      1036 1035000             4.5           101
#> 330      1036  675000             2.5            55
#> 331      1037 1030000             4.5           115
#> 332      1037  750000             3.5           104
#> 333      1038 1690000             7.5           178
#> 334      1038 1595000            10.0           220
#> 335      1038 1595000            10.0           220
#> 336      1038 1595000            10.0           220
#> 337      1038 1690000             5.5           210
#> 338      1038 1690000             7.5           178
#> 339      1040 1190000             6.5           185
#> 340      1040  730000             3.5            88
#> 341      1040 1200000             5.5           160
#> 342      1040  965000             5.5           130
#> 343      1040  745000             4.0            81
#> 344      1040  925000             5.5           449
#> 345      1040 1090000             4.5           159
#> 346      1040 2250000             6.0           178
#> 347      1040 1680000             7.5           240
#> 348      1040 1450000             6.0           166
#> 349      1040 1595000            10.0           220
#> 350      1040 1900000             9.0           271
#> 351      1040 1680000             6.5           240
#> 352      1040 1840000             8.0           237
#> 353      1040  670000             3.5            94
#> 354      1040 1850000             8.0           212
#> 355      1040 1550000             5.5           147
#> 356      1040  890000             4.5           121
#> 357      1040  730000             3.5            88
#> 358      1040 1250000             4.5           104
#> 359      1040 1590000             8.0           350
#> 360      1040 1250000             4.5           104
#> 361      1041 1070000             5.0           123
#> 362      1041  800000             5.5           126
#> 363      1041 1070000             5.0           123
#> 364      1041  700000             3.5            74
#> 365      1041 1150000             5.5           115
#> 366      1041  980000             5.0           117
#> 367      1041 1590000             8.0           350
#> 368      1041 1450000             5.5           140
#> 369      1042  895000             4.5           130
#> 370      1042  885000             4.5           128
#> 371      1042  885000             4.5           128
#> 372      1042  895000             4.5           130
#> 373      1042  750000             4.5            93
#> 374      1042  750000             4.5            93
#> 375      1042  820000             4.5           108
#> 376      1044 1190000             6.5           185
#> 377      1044  910000             5.5           150
#> 378      1044 1500000             8.0           200
#> 379      1044 1450000             5.5           148
#> 380      1045 1399000             7.5           304
#> 381      1047  850000             5.5           132
#> 382      1052 1400000             5.5           159
#> 383      1052 2250000             7.0           208
#> 384      1052 1495000             5.5           160
#> 385      1052 1750000             5.5           160
#> 386      1052 2200000             7.0           208
#> 387      1052  675000             2.5            68
#> 388      1052  870450             3.5            75
#> 389      1052 1050000             6.0           150
#> 390      1052 1400000             5.5           159
#> 391      1052 1690000             5.5           150
#> 392      1052 1050000             3.5           101
#> 393      1052 2190000             6.5           200
#> 394      1052  770000             3.5            88
#> 395      1052 1690000             5.5           160
#> 396      1052  790000             2.5            79
#> 397      1052 1050000             7.0           165
#> 398      1052 1000000             3.5           103
#> 399      1052 2250000             7.5           250
#> 400      1052  790000             2.5            57
#> 401      1052  790000             2.5            79
#> 402      1052  835000             2.5            72
#> 403      1052 2150000             5.5           200
#> 404      1052 1720000             5.5           142
#> 405      1052 1900000             7.5           190
#> 406      1052  835000             2.5            72
#> 407      1052 2390000             7.5           230
#> 408      1052 1950000             7.0           300
#> 409      1052 1260000             4.0           127
#> 410      1052 1690000             5.5           160
#> 411      1052  635000             2.5            50
#> 412      1052 1490000             5.5           143
#> 413      1052 2190000             6.5           200
#> 414      1052 1095000             4.5            89
#> 415      1052  675000             2.5            61
#> 416      1052 1020000             3.5            96
#> 417      1052 1430000            11.0           230
#> 418      1052 1000000             3.5           103
#> 419      1052 1690000             5.5           160
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#> 1827     1530  660000             3.5            96
#> 1828     1530  740000             3.5           102
#> 1829     1530  880000             4.5           100
#> 1830     1530  790000             4.5           112
#> 1831     1530  630000             3.5            86
#> 1832     1530  500000             3.5            83
#> 1833     1530  719000             3.5           136
#> 1834     1530  630000             4.5           105
#> 1835     1530 1080000             3.5           133
#> 1836     1530  570000             3.5            80
#> 1837     1530 1080000             3.5           120
#> 1838     1530  550000             3.5            99
#> 1839     1532 1090000             4.5           133
#> 1840     1532 1045000             5.0           145
#> 1841     1532  590000             4.5           114
#> 1842     1532  590000             4.5           114
#> 1843     1532 1045000             5.0           145
#> 1844     1541 1190000             6.5           152
#> 1845     1541 1095000             9.0           210
#> 1846     1542  504210             3.5            51
#> 1847     1542 1095000             4.5           107
#> 1848     1542  505000             3.5            90
#> 1849     1544 1350000             6.5           196
#> 1850     1544 1295000             6.5           157
#> 1851     1544 1049000             5.5           212
#> 1852     1544  780000             4.5           110
#> 1853     1544 1390000             6.5           196
#> 1854     1544 1350000             6.5           196
#> 1855     1544  560000             3.5            87
#> 1856     1544  560000             3.5            89
#> 1857     1544  619000             3.5           100
#> 1858     1544 1290000             6.5           224
#> 1859     1544  890000             4.5           128
#> 1860     1544 1295000             6.5           157
#> 1861     1552  925000             5.5           160
#> 1862     1552 1900000             7.5           188
#> 1863     1552  925000             5.5           160
#> 1864     1552  665000             4.5           108
#> 1865     1554  575000             4.5            82
#> 1866     1554 1040000             6.5           180
#> 1867     1555  720000             6.0           130
#> 1868     1555 1300000            10.0           570
#> 1869     1562  639000             4.5           123
#> 1870     1562  570000             3.5           104
#> 1871     1562  590000             4.5           102
#> 1872     1562  995000             4.5           180
#> 1873     1562  520000             3.5            73
#> 1874     1562  920000             4.5           120
#> 1875     1562  619000             3.5           101
#> 1876     1562 1260000             4.5           130
#> 1877     1562  665000             4.5           170
#> 1878     1562 1260000             4.5           130
#> 1879     1562  665000             4.5           170
#> 1880     1562 1195000             5.5           170
#> 1881     1562  579000             3.5           103
#> 1882     1562  590000             4.5           102
#> 1883     1562  640000             3.5            91
#> 1884     1562  695000             4.5           118
#> 1885     1562  669000             4.5           123
#> 1886     1562  770000             5.5           115
#> 1887     1562  545000             3.5           101
#> 1888     1562 1190000             7.5           200
#> 1889     1563 1190000             4.5           195
#> 1890     1563  684000             5.5           117
#> 1891     1563  684000             5.5           117
#> 1892     1563  600000             4.5            96
#> 1893     1563  595000             4.5            96
#> 1894     1563  510000             3.5            75
#> 1895     1564 1120000             5.5           200
#> 1896     1564  985000             5.5           145
#> 1897     1564 1250000             5.5           166
#> 1898     1564  740000             4.5           121
#> 1899     1564  740000             4.5           121
#> 1900     1564 1090000             5.5           117
#> 1901     1564 1120000             5.5           200
#> 1902     1564 1090000             5.5           158
#> 1903     1564 1090000             5.5           158
#> 1904     1564  740000             3.5           122
#> 1905     1564 1090000             5.5           158
#> 1906     1564  505000             3.5           103
#> 1907     1564 1100000             5.5           190
#> 1908     1564  750000             4.0            93
#> 1909     1564  995000             5.0           184
#> 1910     1564 1190000             5.5           106
#> 1911     1564 1300000             5.5           170
#> 1912     1564 1280000             6.5           145
#> 1913     1564 1890000            15.5           400
#> 1914     1564 1120000             5.5           200
#> 1915     1564  660000             4.5           117
#> 1916     1564 1120000             5.5           158
#> 1917     1564 1100000             5.5           126
#> 1918     1564 1250000             6.5           185
#> 1919     1564 1290000             5.5           166
#> 1920     1564  990000             5.5           158
#> 1921     1564 1120000             5.5           200
#> 1922     1564 1220000             5.5           166
#> 1923     1564 1249000             5.5           165
#> 1924     1564  987000             4.5           115
#> 1925     1564 1495000             9.0           218
#> 1926     1564  590000             4.5            96
#> 1927     1564 1100000             5.5           190
#> 1928     1564 1220000             5.5           166
#> 1929     1564 1320000             5.5           170
#> 1930     1564 1220000             5.5           166
#> 1931     1565  640000             4.5           113
#> 1932     1565  545000             5.0           129
#> 1933     1565  595000             4.5           108
#> 1934     1565  565000             3.5            99
#> 1935     1565  565000             3.5            99
#> 1936     1565  625000             4.5           103
#> 1937     1565  640000             4.5           113
#> 1938     1566  590000             3.5           106
#> 1939     1566  955000             4.5           155
#> 1940     1566 1005000             4.5           155
#> 1941     1566  950000             4.5           155
#> 1942     1566 1230000             6.0           290
#> 1943     1566  955000             4.5           155
#> 1944     1566  640000             5.5           100
#> 1945     1566  950000             4.5           155
#> 1946     1566  565000             4.5            95
#> 1947     1566  680000             3.5           117
#> 1948     1566 1005000             4.5           155
#> 1949     1566  749000             6.5           120
#> 1950     1566  895000             5.0           122
#> 1951     1566  590000             4.5            96
#> 1952     1566  870000             5.5           140
#> 1953     1566  560000             3.5            90
#> 1954     1566  955000             4.5           155
#> 1955     1566  955000             4.5           155
#> 1956     1566  955000             4.5           155
#> 1957     1566  590000             3.5           106
#> 1958     1566  680000             3.5           116
#> 1959     1566 1070000             6.0           204
#> 1960     1566 1055000             4.5           155
#> 1961     1566  955000             4.5           155
#> 1962     1566 1055000             4.5           155
#> 1963     1566  870000             5.5           140
#> 1964     1566  565000             4.5            95
#> 1965     1566  680000             3.5           117
#> 1966     1566  840000             6.0           194
#> 1967     1568  595000             3.5            80
#> 1968     1568  585000             4.5            93
#> 1969     1580  495000             3.5            92
#> 1970     1580  980000             6.5           198
#> 1971     1580  845000             3.5           108
#> 1972     1580  740000             5.5           148
#> 1973     1580  930000             6.5           198
#> 1974     1580  980000             6.5           198
#> 1975     1580  740000             5.5           148
#> 1976     1580  980000             6.5           198
#> 1977     1580  980000             6.5           198
#> 1978     1580  640000             4.5           104
#> 1979     1580  640000             4.5           104
#> 1980     1580  495000             3.5            92
#> 1981     1580  990000             6.5           198
#> 1982     1580  515000             3.5            83
#> 1983     1580  980000             6.5           198
#> 1984     1580  585000             4.5           100
#> 1985     1583  975000             3.5           100
#> 1986     1584  870000             4.0           166
#> 1987     1584  870000             4.0           166
#> 1988     1584  720000             5.5           149
#> 1989     1584  930000             6.5           229
#> 1990     1584  930000             6.5           229
#> 1991     1584  720000             5.5           149
#> 1992     1584  830000             5.5           235
#> 1993     1584  830000             5.5           235
#> 1994     1585  540000             4.5            88
#> 1995     1585 1190000             4.5           107
#> 1996     1585 1190000             4.5           107
#> 1997     1585  745000             4.5           102
#> 1998     1586  625000             3.0            93
#> 1999     1586  625000             3.0            93
#> 2000     1587 1780000             7.5           185
#> 2001     1587  585000             4.5           108
#> 2002     1587  949000             5.5           195
#> 2003     1588  695000             3.5           107
#> 2004     1588 1150000             4.0           125
#> 2005     1588  545000             3.5            87
#> 2006     1588  520000             3.5            73
#> 2007     1588 1230000             4.5           161
#> 2008     1588 1230000             4.5           161
#> 2009     1588 1050000             5.5           146
#> 2010     1588 1300000             4.5           134
#> 2011     1588  520000             3.5            73
#> 2012     1589 1298000             6.5           180
#> 2013     1589 1298000             6.5           180
#> 2014     1589 1298000             6.5           180
#> 2015     1589 1298000             6.5           180
#> 2016     1595  575000             3.5            90
#> 2017     1607 1150000             5.5           140
#> 2018     1607  520000             3.5            77
#> 2019     1608  800000             4.5           125
#> 2020     1608  820000             4.5           116
#> 2021     1608  800000             4.5           125
#> 2022     1608 1390000             7.5           230
#> 2023     1609 1350000             5.5           180
#> 2024     1609 1350000             6.5           228
#> 2025     1610  910000             4.5           132
#> 2026     1610 2290000            14.0           533
#> 2027     1610  673000             3.5            81
#> 2028     1610 2290000            14.0           533
#> 2029     1610 1100000             4.5           124
#> 2030     1610  910000             4.5           132
#> 2031     1610 1285000             6.5           179
#> 2032     1610 1390000             7.5           230
#> 2033     1610  895000             4.5           150
#> 2034     1610  925000             4.5           132
#> 2035     1610  925000             4.5           132
#> 2036     1610 1900000             9.0           392
#> 2037     1612 1100000             4.5           124
#> 2038     1612 1900000             9.0           392
#> 2039     1613  595000             4.5           130
#> 2040     1613  595000             4.5           130
#> 2041     1614 1197000             8.5           211
#> 2042     1614  580000             3.5            76
#> 2043     1614  570000             3.5            76
#> 2044     1615  600000             3.5            83
#> 2045     1615  710000             4.5           101
#> 2046     1615  690000             4.5           104
#> 2047     1615 1245000             5.5           170
#> 2048     1615 1180000             5.5           175
#> 2049     1615  600000             3.5            79
#> 2050     1615  998000             5.5           175
#> 2051     1615 1200000             5.5           136
#> 2052     1616  715000             3.5            75
#> 2053     1616  715000             3.5            75
#> 2054     1616  555000             2.5            56
#> 2055     1616  495000             2.5            56
#> 2056     1616 1480000             5.5           149
#> 2057     1616  685000             3.5            83
#> 2058     1616  740000             4.5            96
#> 2059     1616  580000             3.5            93
#> 2060     1616  662000             4.5           100
#> 2061     1616  662000             4.5           100
#> 2062     1616  580000             3.5            75
#> 2063     1617  795000             4.5           180
#> 2064     1617  736200             4.5            72
#> 2065     1617  549000             3.5            74
#> 2066     1618  500000             3.5            74
#> 2067     1618 1550000             6.5           140
#> 2068     1618  498000             2.5            59
#> 2069     1618 1990000             5.5           157
#> 2070     1618  800000             4.5           114
#> 2071     1618  885000             4.5           156
#> 2072     1618 1200000             6.5           150
#> 2073     1618  885000             4.5           155
#> 2074     1618  720000             3.5            93
#> 2075     1618  500000             3.5            74
#> 2076     1618 1150000             5.5           126
#> 2077     1618  620000             3.5            78
#> 2078     1618 2059000             6.5           260
#> 2079     1618 1295000             5.5           150
#> 2080     1618 1390000             4.5           129
#> 2081     1618 1290000             5.5           156
#> 2082     1618  715000             4.5           115
#> 2083     1618  790000             5.5           130
#> 2084     1618 1490000             4.5           148
#> 2085     1618  720000             3.5            93
#> 2086     1619  775000             3.5           100
#> 2087     1619 1290000             6.5           220
#> 2088     1619  540000             4.0            70
#> 2089     1619  550000             3.5            98
#> 2090     1619 1650000            10.0           193
#> 2091     1619 1350000             7.5           195
#> 2092     1619 1350000             7.5           211
#> 2093     1619 1350000             7.5           195
#> 2094     1619 1490000             6.5           240
#> 2095     1619  695000             3.5            84
#> 2096     1619 1250000             5.5           162
#> 2097     1619  795000             3.5            98
#> 2098     1619 1250000             5.5           162
#> 2099     1619 1850000             7.5           300
#> 2100     1619  880000             4.5           155
#> 2101     1619  550000             3.5            98
#> 2102     1619  975000             4.5           122
#> 2103     1619  865000             4.5            93
#> 2104     1619  880000             4.5           154
#> 2105     1619 1045000             4.5           122
#> 2106     1623  598000             4.5            87
#> 2107     1623 1475000             4.5           102
#> 2108     1623 1125000             7.5           250
#> 2109     1623 1119730             4.5            93
#> 2110     1623  790000             3.5            94
#> 2111     1624 1235000             6.5           180
#> 2112     1624  830000             4.5           159
#> 2113     1624  830000             4.5           159
#> 2114     1624 1290000             5.5           150
#> 2115     1624  830000             4.5           159
#> 2116     1625 1290000            10.0           310
#> 2117     1627 1119000             5.5           170
#> 2118     1627 1119000             5.5           170
#> 2119     1627 1119000             5.5           170
#> 2120     1627 1119000             5.5           170
#> 2121     1627  795000             4.5           127
#> 2122     1628 1395000             6.5           171
#> 2123     1628 1280000             5.5           150
#> 2124     1628 1230000             3.5           155
#> 2125     1628 1575000             5.5           160
#> 2126     1630 2390000             7.5           265
#> 2127     1630 2390000             7.5           265
#> 2128     1630  750000             4.5           120
#> 2129     1630  680000             3.5           110
#> 2130     1630  740000             4.5           102
#> 2131     1630  625000             3.5           113
#> 2132     1630  740000             4.5           102
#> 2133     1630  685000             4.5           110
#> 2134     1630  545000             4.5            90
#> 2135     1630  620000             3.5            77
#> 2136     1630 1130000             4.5           140
#> 2137     1630  720000             4.5           105
#> 2138     1630  640000             4.5           105
#> 2139     1630  580000             4.5           113
#> 2140     1630 2320000             9.5           272
#> 2141     1630 1250000             5.5           143
#> 2142     1630 1148000             5.5           166
#> 2143     1630  495000             3.5            85
#> 2144     1630 1695000             5.5           237
#> 2145     1630  764360             4.5            76
#> 2146     1630 1595000             5.5           229
#> 2147     1630 1025000             5.5           145
#> 2148     1630  610000             3.5            80
#> 2149     1630  495000             3.5            88
#> 2150     1630  995000             5.5           145
#> 2151     1630 1365000             5.5           214
#> 2152     1630 1148000             5.5           166
#> 2153     1630  540000             3.5            81
#> 2154     1630  831420             4.5            74
#> 2155     1630  790000             6.5           254
#> 2156     1630 2100000             7.5           310
#> 2157     1630  990000             5.5           135
#> 2158     1630  690610             3.5            60
#> 2159     1630 1250000             5.5           143
#> 2160     1630  550000             4.5            85
#> 2161     1630 2280000             8.5           287
#> 2162     1630  555000             3.5            90
#> 2163     1630  660000             4.5           105
#> 2164     1630  545000             4.5           103
#> 2165     1630 1390000             4.5           166
#> 2166     1632 1199000             5.5           165
#> 2167     1632 1040000             4.5           144
#> 2168     1632 1041000             5.5           165
#> 2169     1632 1253000             5.5           165
#> 2170     1633 1060000             5.5           153
#> 2171     1633 1350000             6.5           191
#> 2172     1633 1350000             5.5           228
#> 2173     1633 1990000             9.5           338
#> 2174     1633 1198000             6.5           176
#> 2175     1633 1198000             6.5           176
#> 2176     1633 1090000             6.5           144
#> 2177     1634  700000             4.5           133
#> 2178     1634 1260000             9.5           280
#> 2179     1634  770000             5.5           147
#> 2180     1634 1850000             5.5           163
#> 2181     1634  590000             4.5           100
#> 2182     1634  510000             3.5            87
#> 2183     1634  510000             3.5            87
#> 2184     1634  770000             5.5           140
#> 2185     1634  500000             3.5            86
#> 2186     1634  535000             3.5            99
#> 2187     1634  510000             3.5            87
#> 2188     1634 1190000             5.5           185
#> 2189     1634  580000             4.5           112
#> 2190     1634 1290000             5.5           200
#> 2191     1634 1390000             7.0           189
#> 2192     1634  510000             3.5            87
#> 2193     1634 1250000             5.5           173
#> 2194     1634  860000             4.5           150
#> 2195     1634 1300000             6.0           180
#> 2196     1634  590000             4.5           100
#> 2197     1634  700000             4.5           125
#> 2198     1635  830000             4.5           108
#> 2199     1635  760000             4.5           121
#> 2200     1635  495000             2.5            62
#> 2201     1635  830000             4.5           108
#> 2202     1635  600000             3.5            83
#> 2203     1635  610000             3.5            83
#> 2204     1635  720000             4.5           105
#> 2205     1635  695000             3.5           100
#> 2206     1635  620000             3.5            86
#> 2207     1635  522000             3.5            78
#> 2208     1635 2390000             7.5           265
#> 2209     1635  620000             3.5            83
#> 2210     1635  530000             4.5           100
#> 2211     1635  760000             4.5           121
#> 2212     1636  786000             4.5           115
#> 2213     1636 1120000             5.5           170
#> 2214     1636  786000             4.5           115
#> 2215     1636 1145000             6.5           185
#> 2216     1636  925000             5.0           158
#> 2217     1636  786000             4.5           115
#> 2218     1636  675000             4.5           144
#> 2219     1636  580000             4.5            96
#> 2220     1636  786000             4.5           115
#> 2221     1636  580000             4.5           115
#> 2222     1637  830000             4.5           164
#> 2223     1637 1490000             5.0           210
#> 2224     1637 1590000             5.5           175
#> 2225     1637  995000             5.5           200
#> 2226     1637  800000             5.0           210
#> 2227     1637  995000             5.5           200
#> 2228     1637  890000             4.5            90
#> 2229     1637 1380000             5.5           190
#> 2230     1638 1380000             5.5           193
#> 2231     1638 1020000             5.5           121
#> 2232     1638  795000             3.5           108
#> 2233     1638 1010000             4.5           134
#> 2234     1638  880000             4.5           110
#> 2235     1638 1086210             4.5           140
#> 2236     1642 1680000             8.0           197
#> 2237     1642 1680000             7.5           240
#> 2238     1642  850000             9.0           244
#> 2239     1642 1740000             8.5           158
#> 2240     1643 1270000             5.5           179
#> 2241     1643  730000             3.5            94
#> 2242     1643  780000             4.5           134
#> 2243     1643  780000             4.5           134
#> 2244     1643  650000             3.5            94
#> 2245     1643 1090000             4.5           142
#> 2246     1643 1890000             7.5           243
#> 2247     1644  510000             6.5           120
#> 2248     1644 1800000             5.0           240
#> 2249     1645 1190000             6.5           157
#> 2250     1647 1490000             5.5           240
#> 2251     1648  950000             4.5           120
#> 2252     1648  790000             4.5           200
#> 2253     1649 1300000             7.5           185
#> 2254     1649 1300000             7.5           180
#> 2255     1652  700000             3.5           125
#> 2256     1653  930000             5.5           128
#> 2257     1656 1150000             5.5           180
#> 2258     1656 1150000             4.5           158
#> 2259     1658 1290000             8.0           250
#> 2260     1658 1590000            13.0           400
#> 2261     1660  750000             3.5            93
#> 2262     1660  690000             4.5            73
#> 2263     1660 1800000             5.5           120
#> 2264     1660 1995000             4.5           151
#> 2265     1660  690000             4.0            80
#> 2266     1660 1490000            20.0          1200
#> 2267     1660 1490000             4.5           156
#> 2268     1660 2190000            17.0           451
#> 2269     1660  745000             4.5            74
#> 2270     1660  700000             3.5            94
#> 2271     1660 2150000            12.0           280
#> 2272     1660 1500000             5.5           143
#> 2273     1660  860000             4.5            87
#> 2274     1660  750000             3.5            93
#> 2275     1660 1500000             5.5           143
#> 2276     1660  700000             3.5            94
#> 2277     1660  690000             4.5            78
#> 2278     1660 1575000             8.0           140
#> 2279     1661 1200000             6.0           144
#> 2280     1661 1200000             5.0           200
#> 2281     1663  820000             5.5           150
#> 2282     1663  880000             5.5           160
#> 2283     1663 1100000             5.5           162
#> 2284     1666  517000             3.5            80
#> 2285     1666  703000             3.5           103
#> 2286     1666  680000             6.0           150
#> 2287     1666  541000             2.5            71
#> 2288     1666  696000             4.5           107
#> 2289     1666  517000             3.5            81
#> 2290     1666  609000             3.5            86
#> 2291     1666  815000             4.5           108
#> 2292     1666  815000             4.5           108
#> 2293     1666  592000             3.5            79
#> 2294     1666  684000             4.5           107
#> 2295     1666  813000             4.5           123
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#> 4134     1920  850000             4.5           102
#> 4135     1920  750000             4.5           155
#> 4136     1920 1233720             4.5           200
#> 4137     1920  840140             5.5           140
#> 4138     1920  570000             5.5           125
#> 4139     1920  844830             4.5           150
#> 4140     1920  750960             4.5           200
#> 4141     1920 1032570             4.5            81
#> 4142     1920 1729890             5.5           230
#> 4143     1920  844830             4.5           150
#> 4144     1920  657090             4.5            86
#> 4145     1920  495000             4.5           124
#> 4146     1920  844830             4.5           150
#> 4147     1920 1019160             4.5            81
#> 4148     1920 1318000             4.5           190
#> 4149     1920 1082180             5.5           190
#> 4150     1920  588000             3.5            88
#> 4151     1920  818010             3.5            61
#> 4152     1920  588000             3.5            88
#> 4153     1920 1050000             5.5           154
#> 4154     1920  931990             5.5           130
#> 4155     1920  710000             4.5           125
#> 4156     1920  659000             5.0           127
#> 4157     1920 1005750             4.5            81
#> 4158     1920 1059390             4.5           130
#> 4159     1920  764000             4.5           139
#> 4160     1920  697320             4.5           150
#> 4161     1920  588000             3.5            88
#> 4162     1920  646000             4.5           119
#> 4163     1920  918580             5.5           130
#> 4164     1920  626510             4.5           101
#> 4165     1920  764000             3.5           139
#> 4166     1920  840140             5.5           140
#> 4167     1920  646000             4.5           108
#> 4168     1920  710000             4.5           110
#> 4169     1920  970000             4.5           114
#> 4170     1920  764000             4.5           139
#> 4171     1920  866280             5.5           130
#> 4172     1920  764000             3.5           139
#> 4173     1920  844830             4.5           150
#> 4174     1920  844830             4.5            74
#> 4175     1920  685000             4.5           104
#> 4176     1920  626510             4.5           101
#> 4177     1920  871650             5.5           130
#> 4178     1920 1408050             4.5           200
#> 4179     1920  895000             4.5           174
#> 4180     1920 2266290             4.5           260
#> 4181     1920  570000             3.5            71
#> 4182     1920 1300000             9.0           191
#> 4183     1920 1944450             6.0           330
#> 4184     1920 1609200             6.5           440
#> 4185     1920  850000             4.5           192
#> 4186     1920  871650             5.5           130
#> 4187     1920  695000             4.5           104
#> 4188     1920 1173370             5.5           200
#> 4189     1920  770000             3.5            86
#> 4190     1920  790000             3.5           106
#> 4191     1920 1233720             5.5           150
#> 4192     1920  495000             4.5           124
#> 4193     1920  630000             5.5           120
#> 4194     1920  868960             4.5            89
#> 4195     1920  650000             7.0           158
#> 4196     1920  540000             4.5           101
#> 4197     1920  575000             4.5            97
#> 4198     1920 2004790             8.0           540
#> 4199     1920  885060             4.5           150
#> 4200     1920  550000             5.5           125
#> 4201     1920  646000             4.5           108
#> 4202     1920  558000             5.5           125
#> 4203     1920  495000             3.5            98
#> 4204     1920  603450             3.0            62
#> 4205     1920  565000             4.5            98
#> 4206     1920  780000             4.5           123
#> 4207     1920  588000             3.5            88
#> 4208     1920 1233720             5.5           150
#> 4209     1920  885060             4.5           150
#> 4210     1920 1180080             4.5           200
#> 4211     1920  866280             5.5           130
#> 4212     1921  871650             5.5           130
#> 4213     1921  697320             5.5           170
#> 4214     1921  965520             4.5           130
#> 4215     1921 1495000            11.0           409
#> 4216     1921  871650             5.5           130
#> 4217     1921 1390000             6.5           190
#> 4218     1921 1126440             5.5           190
#> 4219     1921 1200000             5.5           130
#> 4220     1922  596740             5.0            81
#> 4221     1922  650000             4.5            75
#> 4222     1922  596740             4.5            69
#> 4223     1922  603450             4.5            70
#> 4224     1922 1542140             4.5           220
#> 4225     1923  960000             5.5           160
#> 4226     1923 1287360             4.5           210
#> 4227     1923  690000             4.5            90
#> 4228     1926  515000             5.5           158
#> 4229     1926 1500000             4.5           173
#> 4230     1926  975000             5.5           146
#> 4231     1926  666470             5.5            82
#> 4232     1926  670000             3.5            97
#> 4233     1926  975000             5.5           167
#> 4234     1926  565000             3.5            98
#> 4235     1926  840000             4.5           130
#> 4236     1926 1249810             4.5           240
#> 4237     1926 1877400             6.5           310
#> 4238     1926 1360000             4.5           150
#> 4239     1926  856890             3.0           160
#> 4240     1926  871000             3.5           102
#> 4241     1926 1490000             6.5           250
#> 4242     1926  650000             3.5           111
#> 4243     1926 1944450             5.5           330
#> 4244     1926  791149             4.5           135
#> 4245     1926 1250000             4.5           175
#> 4246     1926 1071437             5.5           175
#> 4247     1926  670000             3.5            97
#> 4248     1926 1200190             5.5           230
#> 4249     1926 1676250             5.5           230
#> 4250     1926  760000             5.5           160
#> 4251     1926 1475100             5.5           340
#> 4252     1926 1320000             6.5           224
#> 4253     1926  630270             5.5           140
#> 4254     1926 1307470             4.5           240
#> 4255     1926 1045000             4.5           146
#> 4256     1926  970000             4.5           170
#> 4257     1926  630270             4.5            83
#> 4258     1926  585000             3.5           100
#> 4259     1926 1272600             4.5           240
#> 4260     1926 1340000             6.5           226
#> 4261     1926 1273950             5.5           190
#> 4262     1926 1260000             5.5           213
#> 4263     1926 1770120             5.0           250
#> 4264     1926  640000             3.5           125
#> 4265     1926  980000             4.5           170
#> 4266     1926  965520             4.5           140
#> 4267     1926 1149000             5.5           170
#> 4268     1926 1837170             4.5           210
#> 4269     1926 1199000             8.0           204
#> 4270     1926  950000             4.5           147
#> 4271     1926  856890             5.5           160
#> 4272     1926 1272600             4.5           240
#> 4273     1926 1273950             4.5           210
#> 4274     1926  938700             5.5           150
#> 4275     1926 1250000             6.0           173
#> 4276     1926 1401340             5.5           190
#> 4277     1926 1689660             4.5           220
#> 4278     1926 1595790             4.5           220
#> 4279     1926 1202870             4.5           200
#> 4280     1926  549810             3.5            70
#> 4281     1926  690610             4.5           200
#> 4282     1926 1168010             4.5           130
#> 4283     1926 1249810             4.5           240
#> 4284     1926 1150000             5.5           170
#> 4285     1926 1000000             5.5           185
#> 4286     1926  720000             3.5           115
#> 4287     1926 1159000             5.5           160
#> 4288     1926  980000             5.5           181
#> 4289     1926 1199000             8.0           204
#> 4290     1926 1075000             5.5           204
#> 4291     1926  895000             3.5           101
#> 4292     1926 1607850             6.0           260
#> 4293     1926  875000             4.5           130
#> 4294     1926  522990             3.5            61
#> 4295     1926  875000             4.5           130
#> 4296     1926  832220             4.5            82
#> 4297     1926 1480000             8.5           375
#> 4298     1926 1200190             4.5           130
#> 4299     1926  565000             3.5            98
#> 4300     1927  695000             5.5           150
#> 4301     1928 2118780             5.5           440
#> 4302     1928 1004400            11.0           360
#> 4303     1928 1195000             6.5           166
#> 4304     1928  900000             7.0           198
#> 4305     1928 2266290             5.0           340
#> 4306     1933  655000             3.5            93
#> 4307     1933  830000             8.0           332
#> 4308     1933 1247130             6.0           430
#> 4309     1933  655000             3.5            93
#> 4310     1933 2252880             5.0           300
#> 4311     1933  911880             5.0           190
#> 4312     1933 2252880             5.0           250
#> 4313     1934 1100000             3.5           112
#> 4314     1934 1609200             5.5           150
#> 4315     1934 1408050             5.5            91
#> 4316     1934 1032570             5.5           210
#> 4317     1934 1676250             4.5           220
#> 4318     1934  856000             3.5            97
#> 4319     1934 1650000             6.5           170
#> 4320     1934 1475100             4.5           140
#> 4321     1934  931990             5.0           160
#> 4322     1934 1703070             5.5           150
#> 4323     1934 1200000             4.5           113
#> 4324     1934 1676250             4.5           220
#> 4325     1934 1650000             6.0           170
#> 4326     1934 1250000             5.5           170
#> 4327     1934 1650000             6.0           170
#> 4328     1936  560000             1.0            26
#> 4329     1936 1340000             2.5            85
#> 4330     1936 1050000             3.0            59
#> 4331     1936 2100000             3.5            85
#> 4332     1936 1795000             3.0           100
#> 4333     1936 2100000             3.5            85
#> 4334     1937  871650             5.0           190
#> 4335     1937  520000             4.5           128
#> 4336     1937  650000             7.0           142
#> 4337     1937 1314180             4.5           230
#> 4338     1937 1495000             6.5           352
#> 4339     1937  850000             7.0           205
#> 4340     1937  650380             5.0           190
#> 4341     1937 1495000             6.5           352
#> 4342     1937  563220             5.5           290
#> 4343     1937  663790             6.0           220
#> 4344     1937  797890             6.5           260
#> 4345     1937  797890             5.0           230
#> 4346     1937  590000             6.0           167
#> 4347     1937  804600             6.0           260
#> 4348     1937  791190             5.0           220
#> 4349     1937  690000             6.0           150
#> 4350     1937  550000             4.5           200
#> 4351     1937 1314180             4.5           230
#> 4352     1938  695000             3.0           125
#> 4353     1938  780000             4.5           135
#> 4354     1938  710730             4.5           130
#> 4355     1938  547000             2.5           120
#> 4356     1938  590000             4.0            95
#> 4357     1938  695000             3.0           125
#> 4358     1938  750000             6.5           145
#> 4359     1938  710730             4.5           130
#> 4360     1938  530000             5.5           100
#> 4361     1938  895000             6.0           145
#> 4362     1938  710730             4.5           130
#> 4363     1941 1065000             4.5           134
#> 4364     1941 1690000             5.5           180
#> 4365     1941 1468390             5.5           170
#> 4366     1941 1490000             4.5           175
#> 4367     1941 2132190             5.5           230
#> 4368     1941 1150000             5.5           152
#> 4369     1941 1542140             5.5           200
#> 4370     1941  960000             4.5           125
#> 4371     1941 1010000             4.5           125
#> 4372     1941  737550             3.5            59
#> 4373     1941 1354410             4.0           160
#> 4374     1941 1998090             5.5           290
#> 4375     1941 2132190             5.5           230
#> 4376     1941 1032570             4.5           140
#> 4377     1941 1287360             4.0           160
#> 4378     1941 1998090             5.5           230
#> 4379     1941 1590000             4.5           181
#> 4380     1941 2132190             5.5           290
#> 4381     1941 2132190             5.5           230
#> 4382     1941 1690000             5.5           180
#> 4383     1941  925290             4.5            65
#> 4384     1942 1984680             4.0           220
#> 4385     1942 1636020             3.0           190
#> 4386     1943 1233720             5.5           230
#> 4387     1944 1575000             4.0           128
#> 4388     1945  590000            10.0           757
#> 4389     1945  520000             6.5           250
#> 4390     1945  520000             7.5           170
#> 4391     1947 1139850             5.5           140
#> 4392     1947 1139850             5.5           140
#> 4393     1947 1585000             6.5           182
#> 4394     1947 1079500             5.5           140
#> 4395     1947  635000             3.5            86
#> 4396     1947  620000             3.5            90
#> 4397     1947  805000             4.5           111
#> 4398     1947  575000             4.5            97
#> 4399     1947  850000             4.5           111
#> 4400     1947  850000             4.5           111
#> 4401     1947  805000             4.5           111
#> 4402     1947  804600             4.5           170
#> 4403     1948 1475000             8.0           260
#> 4404     1948  992340             4.0            75
#> 4405     1948 1475000             6.0           260
#> 4406     1950  618000             4.5           103
#> 4407     1950 2018200             4.5           240
#> 4408     1950  840000             4.5           128
#> 4409     1950  550000             4.5           120
#> 4410     1950  965520             5.5           170
#> 4411     1950  665000             4.5           118
#> 4412     1950  563220             3.5            70
#> 4413     1950  985000             4.5           120
#> 4414     1950 1650000             7.0           200
#> 4415     1950  505000             3.5            83
#> 4416     1950 1395000             4.5           131
#> 4417     1950 1783530             4.5           250
#> 4418     1950  545000             5.5           140
#> 4419     1950  562000             3.5            95
#> 4420     1950  888000             4.0           105
#> 4421     1950  545000             4.5           135
#> 4422     1950 1725000             6.0           183
#> 4423     1950  875670             4.5           130
#> 4424     1950  639650             4.5            83
#> 4425     1950 1720000             5.5           209
#> 4426     1950 1449000             5.5           212
#> 4427     1950 1810350             8.0           350
#> 4428     1950  875670             4.5           130
#> 4429     1950  640000             4.5           112
#> 4430     1950 1725000             6.0           230
#> 4431     1950  641700             3.5            95
#> 4432     1950 1700000             5.5           168
#> 4433     1950 1188930             5.5           160
#> 4434     1950  653000             3.5           102
#> 4435     1950  650000             4.5           109
#> 4436     1950 1487000             3.5           123
#> 4437     1950 1415000             7.5           279
#> 4438     1950  562000             3.5            95
#> 4439     1950  697320             4.5            79
#> 4440     1950 1186780             5.5           160
#> 4441     1950  695000             4.5           120
#> 4442     1950 1320000             6.0           167
#> 4443     1950  531000             3.5            88
#> 4444     1950 1069250             4.5           146
#> 4445     1950 1390000             5.5           151
#> 4446     1950 1461690             4.5           210
#> 4447     1950  697320             4.5            76
#> 4448     1950  995000             3.5           129
#> 4449     1950 1390000             5.5           163
#> 4450     1950  829000             4.5           126
#> 4451     1950  590000             3.5            89
#> 4452     1950 1863990             4.5           220
#> 4453     1950 1390000             5.5           151
#> 4454     1950  935000             5.5           122
#> 4455     1950 1320000             6.0           167
#> 4456     1950  760000             4.5           125
#> 4457     1950  905170             5.5           150
#> 4458     1950  510000             3.5            98
#> 4459     1950  681000             3.5            99
#> 4460     1950  683910             4.5            90
#> 4461     1950  829000             4.5           116
#> 4462     1950 1994060             4.5           150
#> 4463     1950  500000             3.5            94
#> 4464     1950 1300770             5.5           210
#> 4465     1950 1395000             4.5           131
#> 4466     1950  595000             4.5           136
#> 4467     1950  840000             4.5           128
#> 4468     1950 1487000             3.5           123
#> 4469     1950  595000             4.5           113
#> 4470     1950  999040             5.5           140
#> 4471     1950  720000             5.5           153
#> 4472     1950  797890             4.5           130
#> 4473     1950 1390000             5.5           163
#> 4474     1950 1850000             5.5           168
#> 4475     1950  684000             4.5           112
#> 4476     1950  565000             3.0            59
#> 4477     1950  958810             5.5           160
#> 4478     1950  890000             3.5           105
#> 4479     1950  698000             3.5           125
#> 4480     1950  753640             4.5            90
#> 4481     1950  565000             3.5            84
#> 4482     1950  840000             5.5           179
#> 4483     1950  635000             4.5           117
#> 4484     1950  785000             7.0           142
#> 4485     1950  520000             3.5            95
#> 4486     1950  890000             3.5           105
#> 4487     1950  561000             4.5           107
#> 4488     1950  565000             3.0            59
#> 4489     1950 1390000             5.5           168
#> 4490     1950  913220             4.5            94
#> 4491     1950  616860             5.5            85
#> 4492     1950 2313220             6.5           290
#> 4493     1950  939500             4.5            94
#> 4494     1950  790000             4.0           125
#> 4495     1950  569920             5.5           130
#> 4496     1950  675000             4.5           108
#> 4497     1950  650000             4.5           109
#> 4498     1950  603450             3.5            74
#> 4499     1950  623560             4.5            79
#> 4500     1950  683910             4.5            90
#> 4501     1950 1334290             4.5           160
#> 4502     1950 1449000             5.5           224
#> 4503     1950  507000             3.5            88
#> 4504     1950  510000             3.5            98
#> 4505     1950  871650             5.5           140
#> 4506     1950  590000             5.5           107
#> 4507     1950  550000             4.5            87
#> 4508     1950 1700000             5.5           168
#> 4509     1950  724140             4.5           130
#> 4510     1950  495000             4.5           110
#> 4511     1950 2018200             4.5           240
#> 4512     1950  504000             3.5            88
#> 4513     1950  683910             4.5            90
#> 4514     1950 1233720             5.5           210
#> 4515     1950  603450             3.5            78
#> 4516     1950  799000             6.5           166
#> 4517     1950  536400             3.0           140
#> 4518     1950  650000             4.5           117
#> 4519     1950 1019160             5.5           160
#> 4520     1950  725000             5.5           155
#> 4521     1950  522990             4.5            62
#> 4522     1950 1965000            11.0           406
#> 4523     1950  695000             4.5           108
#> 4524     1950 2313220             6.5           290
#> 4525     1950 1193490             4.5           130
#> 4526     1950  753640             4.5            90
#> 4527     1950 2313220             5.0           230
#> 4528     1950  880000             5.5           139
#> 4529     1950 1850000             5.5           168
#> 4530     1950  550000             4.5            87
#> 4531     1950  888000             4.0           105
#> 4532     1950  623560             4.5            79
#> 4533     1950 1300770             5.5           210
#> 4534     1950  697320             4.5            90
#> 4535     1950 1071450             5.5           170
#> 4536     1950 1233720             5.5           150
#> 4537     1950 1253830             4.5           150
#> 4538     1950 1415000             7.5           279
#> 4539     1950  890000             3.5           105
#> 4540     1950 1475000             7.5           220
#> 4541     1950  507000             3.5            88
#> 4542     1950  920000             4.5           165
#> 4543     1950 1783530             4.5           250
#> 4544     1950  885000             4.5           132
#> 4545     1950 1433860             5.5           190
#> 4546     1950 1111680             5.5           160
#> 4547     1950 2313220             5.0           300
#> 4548     1950  563220             5.5           130
#> 4549     1955  790000             6.0           188
#> 4550     1955 1044630             4.5           210
#> 4551     1955  780000             4.5           148
#> 4552     1955  880000             6.0           188
#> 4553     1955  779000             5.5           161
#> 4554     1955 1676250             5.5           330
#> 4555     1955 1689660             4.5           260
#> 4556     1955 1080000             9.0           360
#> 4557     1955 1273950             4.0           200
#> 4558     1955 1138500             4.5           230
#> 4559     1955  535000             3.5            97
#> 4560     1955  535000             3.5            97
#> 4561     1955 1100000             4.5           205
#> 4562     1955 1233720             4.5           190
#> 4563     1955  660000             4.5           123
#> 4564     1955  965520             5.5           150
#> 4565     1955  636970             4.5            75
#> 4566     1955  515000             3.5            91
#> 4567     1955 1044630             5.5           210
#> 4568     1955  683910             5.5           140
#> 4569     1955  779000             5.5           165
#> 4570     1955  985000             4.5           111
#> 4571     1955 1045980             5.5           130
#> 4572     1955  911880             5.5           130
#> 4573     1955  972220             6.0           300
#> 4574     1955 1810350             9.5           410
#> 4575     1955 1044630             4.5           210
#> 4576     1955 1190000             6.5           227
#> 4577     1955  802450             5.5           160
#> 4578     1955 1998090             5.5           240
#> 4579     1955 1020500             4.5           230
#> 4580     1955 1273950             4.0           200
#> 4581     1955 1071450             4.5           210
#> 4582     1955  515000             3.5            91
#> 4583     1955  725000             4.5           141
#> 4584     1955  556510             3.5            77
#> 4585     1955  510000             3.5            82
#> 4586     1955 1058040             5.5           150
#> 4587     1955 1059390             5.0           240
#> 4588     1955 1092910             5.5           200
#> 4589     1955  972220             5.5           170
#> 4590     1955 1012450             5.5           190
#> 4591     1955  630000             4.5            95
#> 4592     1955  900000             8.0           190
#> 4593     1955 1636020             4.0           280
#> 4594     1955 1542140             4.5           250
#> 4595     1955  610150             4.5            85
#> 4596     1955 1180080             5.0           190
#> 4597     1955  720680             4.5           140
#> 4598     1955  636970             4.5            75
#> 4599     1955 1461690             5.5           260
#> 4600     1955  660000             4.5           123
#> 4601     1955  839090             5.5           160
#> 4602     1955  750000             6.5           140
#> 4603     1955 1750000             4.5           160
#> 4604     1955  650000             4.5           106
#> 4605     1957  663790             4.5           150
#> 4606     1957  665000             5.5           150
#> 4607     1957  587350             4.5           130
#> 4608     1957  665000             4.5           140
#> 4609     1957  635000             4.5           120
#> 4610     1957 1139850             5.5           210
#> 4611     1957  536400             3.0           140
#> 4612     1957  525000             4.5           125
#> 4613     1957  750000             4.5           110
#> 4614     1957  895000             4.5           137
#> 4615     1957  677200             4.5            74
#> 4616     1957 1173370             5.5           170
#> 4617     1957  850000             4.5           140
#> 4618     1957  790380             4.5           130
#> 4619     1957  589400             3.5           100
#> 4620     1957  636970             5.5           150
#> 4621     1957  895000             4.5           140
#> 4622     1957  563220             4.5            74
#> 4623     1957  851530             5.5           150
#> 4624     1957  844830             5.5           150
#> 4625     1957 1327590             6.5           350
#> 4626     1957  657090             4.5            93
#> 4627     1957  643680             5.5           160
#> 4628     1957  697320             4.5           140
#> 4629     1957  665000             5.5           150
#> 4630     1957  520000             3.5            84
#> 4631     1957 2375000             7.5           250
#> 4632     1957  592680             4.5            80
#> 4633     1957  717430             4.5            79
#> 4634     1957  665000             5.5           150
#> 4635     1957  590000             4.5           130
#> 4636     1957 1139850             5.5           170
#> 4637     1957  563220             4.5            78
#> 4638     1957 1173370             5.5           170
#> 4639     1957  850000             4.5           165
#> 4640     1957  563220             5.5            91
#> 4641     1957 1408050             5.0           330
#> 4642     1957  495000             3.5           103
#> 4643     1957  850000             4.5           165
#> 4644     1957  603450             4.5            75
#> 4645     1957  563220             4.5            74
#> 4646     1957  871650             5.5           170
#> 4647     1957  650000             3.5           101
#> 4648     1957 1139850             5.5           210
#> 4649     1957  498000             4.5           125
#> 4650     1957  697320             4.5           160
#> 4651     1957  550000             4.5           108
#> 4652     1957  495000             3.5            78
#> 4653     1957  667810             5.5           160
#> 4654     1957  623560             4.5            80
#> 4655     1958  828730             5.5           160
#> 4656     1958  640000             4.5           123
#> 4657     1958  532000             3.5            88
#> 4658     1958  767050             4.5            72
#> 4659     1958  550000             4.5           120
#> 4660     1958  604790             4.5            88
#> 4661     1958  653000             3.5           127
#> 4662     1958  497000             3.5            84
#> 4663     1958 1200190             5.5           170
#> 4664     1958  640000             4.5           123
#> 4665     1958  829000             4.5           163
#> 4666     1958  924000             4.5           135
#> 4667     1958  590000             4.5           103
#> 4668     1958 1823760             5.5           150
#> 4669     1958  917240             5.5           170
#> 4670     1958 1004400             4.5           160
#> 4671     1958  636970             4.5            93
#> 4672     1958  875670             4.5           160
#> 4673     1958  569920             3.5            76
#> 4674     1958  590000             4.5           114
#> 4675     1958 1610540             4.5           220
#> 4676     1958 1091570             5.5           190
#> 4677     1958  509580             3.5            70
#> 4678     1958 1090000             7.5           214
#> 4679     1958  897120             5.5           140
#> 4680     1958  875670             4.5           160
#> 4681     1958  829000             4.5           163
#> 4682     1958  553830             3.5            76
#> 4683     1958  814000             4.5           148
#> 4684     1958 1066090             4.0           190
#> 4685     1958  507000             3.5            98
#> 4686     1958  972220             5.5           310
#> 4687     1958  761680             4.5           150
#> 4688     1958 1729890             5.5           170
#> 4689     1958  749610             4.5           130
#> 4690     1958  898470             5.5           170
#> 4691     1958  829000             4.5           163
#> 4692     1958  887740             4.5           160
#> 4693     1958  829000             4.5           163
#> 4694     1958  555170             3.5            79
#> 4695     1958 1111680             5.5           210
#> 4696     1958  713410             4.5           130
#> 4697     1958  615000             3.5            84
#> 4698     1958  553830             3.5            76
#> 4699     1958 1004400             4.5           160
#> 4700     1958  630000             3.5           115
#> 4701     1958 1126440             5.5           170
#> 4702     1958 1091570             5.5           190
#> 4703     1958  717430             5.5           140
#> 4704     1958  666470             4.5            91
#> 4705     1958  662000             3.5           126
#> 4706     1958  824710             4.5            79
#> 4707     1958 1180080             4.5           290
#> 4708     1958 1111680             5.5           210
#> 4709     1958  675860             4.5            92
#> 4710     1958  887740             4.5           140
#> 4711     1958  829000             4.5           126
#> 4712     1958  507000             3.5            98
#> 4713     1958  612830             3.5            63
#> 4714     1958 1334290             4.5           200
#> 4715     1958  791190             5.5           140
#> 4716     1958  784480             4.5           130
#> 4717     1958  653000             3.5           102
#> 4718     1958  507000             3.5            98
#> 4719     1958 1111680             5.5           210
#> 4720     1958  757660             4.5            94
#> 4721     1958  670000             4.5           112
#> 4722     1958  509580             3.5            69
#> 4723     1958  814000             4.5           148
#> 4724     1958  630000             3.5           115
#> 4725     1958  749610             4.5           130
#> 4726     1958  604790             4.5            88
#> 4727     1958  887740             4.5           140
#> 4728     1958  640000             4.5           112
#> 4729     1958  870000             6.0           200
#> 4730     1958  666470             4.5            79
#> 4731     1958  840000             4.5           136
#> 4732     1958 1273950             4.5           190
#> 4733     1958 1111680             5.5           210
#> 4734     1958  897120             5.5           140
#> 4735     1958  784480             4.5           130
#> 4736     1958  560000             5.0           127
#> 4737     1958  569920             3.5            82
#> 4738     1958  507000             3.5            98
#> 4739     1958  653000             3.5           127
#> 4740     1958  669150             4.5            91
#> 4741     1958  507000             3.5            84
#> 4742     1958  555170             3.5            57
#> 4743     1958  895000             5.5           169
#> 4744     1958  503000             3.5            84
#> 4745     1958 1863990             5.5           220
#> 4746     1958  712070             4.5           130
#> 4747     1958 1247130             4.5           220
#> 4748     1958  585000             3.5           112
#> 4749     1958  509580             3.5            70
#> 4750     1958  532000             3.5            88
#> 4751     1958  828730             5.5           160
#> 4752     1961 1012450             4.5           190
#> 4753     1962  643680             4.5            76
#> 4754     1962  580000             3.5            82
#> 4755     1962  580000             3.5            70
#> 4756     1962  710000             4.5           117
#> 4757     1962  580000             3.5            94
#> 4758     1963  523000             3.5            91
#> 4759     1963 1689660             5.0           210
#> 4760     1963 1609200             6.0           260
#> 4761     1963 1168010             5.5           130
#> 4762     1963 1173370             5.5           200
#> 4763     1963  750000             4.5           131
#> 4764     1963  775000             4.5           130
#> 4765     1963  645000             4.5           121
#> 4766     1963  750000             4.5           131
#> 4767     1963  850000             6.5           182
#> 4768     1963  875000             4.5           164
#> 4769     1963  536400             3.0           140
#> 4770     1963  775000             4.5           130
#> 4771     1963 1327590             4.5           220
#> 4772     1963 1005750             5.5           160
#> 4773     1963 1421460             4.5           220
#> 4774     1963  825000             5.5           136
#> 4775     1963  730000             4.5           113
#> 4776     1963 1343680             4.5           220
#> 4777     1963  775000             3.5            99
#> 4778     1963  750000             4.5           135
#> 4779     1963  937350             5.5           140
#> 4780     1963 1247130             3.0           160
#> 4781     1963  550000             4.5           120
#> 4782     1963 1538120             4.5           220
#> 4783     1963  875000             4.5           150
#> 4784     1963 1327590             5.0           260
#> 4785     1963  825000             5.5           136
#> 4786     1963 1490000             7.5           264
#> 4787     1963  556510             5.5            85
#> 4788     1963 1075000             4.5           152
#> 4789     1963 1448280             6.5           300
#> 4790     1963 1075000             4.5           152
#> 4791     1963  940000             5.5           135
#> 4792     1963 1676250             4.0           220
#> 4793     1963  725000             7.5           166
#> 4794     1963 1300770             5.5           200
#> 4795     1963  701340             4.5            86
#> 4796     1963  871000             4.5           141
#> 4797     1963 1190000             5.5           177
#> 4798     1963 1508620             5.5           330
#> 4799     1963  925290             4.5           140
#> 4800     1963  682000             4.5           117
#> 4801     1963  945000             5.5           177
#> 4802     1963 1260540             4.5           170
#> 4803     1963  965520             5.5           270
#> 4804     1963  871000             4.5           105
#> 4805     1963  590000             3.5            90
#> 4806     1963  885060             4.5           170
#> 4807     1963 1475100             5.0           260
#> 4808     1964  838120             4.5            86
#> 4809     1964  985630             5.5           190
#> 4810     1964 1099620             5.5           260
#> 4811     1964 1086210             5.5           170
#> 4812     1964 1292720             5.5           150
#> 4813     1964  757660             4.5            87
#> 4814     1964  795000             4.5           158
#> 4815     1964  871650             4.5           170
#> 4816     1964 1173370             5.5           210
#> 4817     1964  549810             3.5            67
#> 4818     1964  525000             3.5            83
#> 4819     1964  838120             4.5            87
#> 4820     1964  633000             3.5            91
#> 4821     1964  529690             3.5            67
#> 4822     1964 1270000             5.5           170
#> 4823     1964  825000             4.5           140
#> 4824     1964  704020             4.5            79
#> 4825     1964  797890             4.5           130
#> 4826     1964  850000             3.5           141
#> 4827     1964 1703070             4.5           220
#> 4828     1964  871650             4.5           170
#> 4829     1964  521640             3.5            58
#> 4830     1964  525000             3.5            83
#> 4831     1964  529690             3.5            63
#> 4832     1964 2004790             5.5           270
#> 4833     1964  623560             3.5            67
#> 4834     1964  775000             4.5           137
#> 4835     1964  745000             4.5           140
#> 4836     1964  745000             4.5           140
#> 4837     1964 1115710             3.0           160
#> 4838     1964  575000             3.5           116
#> 4839     1964 1280000             5.5           279
#> 4840     1964  865000             5.5           208
#> 4841     1964 1542140             6.0           230
#> 4842     1964  529690             3.5            72
#> 4843     1964 1270000             5.5           170
#> 4844     1964  730000             4.5           139
#> 4845     1964 1066090             5.5           210
#> 4846     1964  784480             4.5           130
#> 4847     1964  521640             3.5            58
#> 4848     1964  985630             5.5           190
#> 4849     1964  765000             4.5           140
#> 4850     1964  785000             4.5           137
#> 4851     1964  795000             4.5           140
#> 4852     1964  704020             4.5            93
#> 4853     1964 1190000             5.0           217
#> 4854     1964  795000             4.5           165
#> 4855     1964  524330             3.5            54
#> 4856     1964  635000             3.5           112
#> 4857     1964  790000             4.5           100
#> 4858     1964  535050             3.5            54
#> 4859     1964 1120000             6.0           226
#> 4860     1964  535050             3.5            54
#> 4861     1964  650000             5.5           119
#> 4862     1964  563220             3.5            74
#> 4863     1964 1703070             4.5           220
#> 4864     1964  525000             3.5            83
#> 4865     1964  795000             4.5           158
#> 4866     1964  810000             4.5           157
#> 4867     1964  536400             3.5            54
#> 4868     1964 1877400             4.5            85
#> 4869     1964  832000             4.0           130
#> 4870     1964  547260             3.5            58
#> 4871     1964  549810             3.5            67
#> 4872     1964 1461690             4.5           210
#> 4873     1964 1810350             5.5           210
#> 4874     1964  895000             4.5           150
#> 4875     1964  810000             4.5           140
#> 4876     1965  990000             7.5           138
#> 4877     1965  925290             3.0           130
#> 4878     1965  663790             5.0           200
#> 4879     1965  912480             5.5           160
#> 4880     1965 2190000             5.5           271
#> 4881     1965 2212650             5.5           170
#> 4882     1965  659000             4.5           119
#> 4883     1965  904940             4.5           153
#> 4884     1965 1743300             5.5           250
#> 4885     1965  660000             3.5           103
#> 4886     1965  750000             4.5            90
#> 4887     1965  732000             3.5           133
#> 4888     1965  922600             4.5            91
#> 4889     1965  956260             4.5           160
#> 4890     1965 2010150             5.5           290
#> 4891     1965  831420             4.5            87
#> 4892     1965 2150000             4.5           235
#> 4893     1965  705000             4.5           119
#> 4894     1965 1689000             5.5           200
#> 4895     1965 1150000             9.0           238
#> 4896     1965 1607850             5.5           210
#> 4897     1965 1213510             5.5           200
#> 4898     1965  695000             4.5           110
#> 4899     1965  556710             3.5            74
#> 4900     1965  936010             4.5           150
#> 4901     1965  859580             4.5           130
#> 4902     1965  730000             4.5           118
#> 4903     1965 1249000             4.5           175
#> 4904     1965  820000             4.5           140
#> 4905     1965 1163980             5.5           160
#> 4906     1965 1120000             4.5           154
#> 4907     1965 1059390             5.5           150
#> 4908     1965 1810350             8.0           350
#> 4909     1965  688000             3.5           111
#> 4910     1965  659000             4.5           119
#> 4911     1965  509580             4.5            71
#> 4912     1965  595000             5.5           108
#> 4913     1965  885060             4.5            87
#> 4914     1965  904940             4.5           153
#> 4915     1965  995000             3.5           124
#> 4916     1965  556710             3.5            74
#> 4917     1965  650000             3.5            87
#> 4918     1965  556710             3.5            74
#> 4919     1965 1100000             6.5           166
#> 4920     1965 1199000             4.5           162
#> 4921     1965  950000             6.5           162
#> 4922     1965 1245000             5.5           168
#> 4923     1965  885060             4.5            88
#> 4924     1965  898470             5.5           140
#> 4925     1965  572600             5.5           140
#> 4926     1965  515000             3.5            96
#> 4927     1965  790000             4.5           118
#> 4928     1965 1206900             5.5           200
#> 4929     1965  550000             5.5           121
#> 4930     1965 1674900             5.5           260
#> 4931     1965  495000             5.0           150
#> 4932     1965  737550             4.5            87
#> 4933     1965 1066090             5.5           320
#> 4934     1965  732000             3.5           133
#> 4935     1965  620000             4.0            87
#> 4936     1965  885060             4.5           130
#> 4937     1965 1249000             4.5           169
#> 4938     1965 1590000             9.5           320
#> 4939     1965 1150000             9.0           244
#> 4940     1965  692620             3.5           126
#> 4941     1965  595000             3.5            98
#> 4942     1965 1149230             5.5           160
#> 4943     1965  550000             4.5            89
#> 4944     1965  690000             3.5           107
#> 4945     1965  805000             3.5           117
#> 4946     1965 1213510             5.5           200
#> 4947     1965  956260             4.5           160
#> 4948     1965 1674900             5.5           230
#> 4949     1965  928930             5.5           160
#> 4950     1965  684000             3.5           109
#> 4951     1965 1461690             5.5           140
#> 4952     1965  737550             4.5            88
#> 4953     1965  922600             4.5            91
#> 4954     1965 1163980             5.5           160
#> 4955     1965 1607850             5.5           210
#> 4956     1965 1607850             5.5           210
#> 4957     1965  540000             4.5           110
#> 4958     1965 1770120             5.5           250
#> 4959     1965 1461690             5.5           140
#> 4960     1965  680450             4.5           126
#> 4961     1965 1985000             8.5           400
#> 4962     1965  737550             4.5           130
#> 4963     1965  912480             4.5           160
#> 4964     1965 2150000             4.5           235
#> 4965     1965 1685000             7.5           240
#> 4966     1965  952110             5.5           150
#> 4967     1965  981610             4.5           160
#> 4968     1965  550000             4.5           120
#> 4969     1965 1295000             7.5           228
#> 4970     1965  595000             3.5           112
#> 4971     1965  928790             5.5           160
#> 4972     1965 1542140             6.5           340
#> 4973     1965 1674900             5.5           260
#> 4974     1965  725900             3.5           118
#> 4975     1965  847510             4.5            93
#> 4976     1965  713100             3.5           127
#> 4977     1965  529690             4.5            79
#> 4978     1965  904940             4.5           153
#> 4979     1965  595000             5.5           108
#> 4980     1965  737550             4.5           130
#> 4981     1965  725900             3.5           118
#> 4982     1965  978930             6.5           320
#> 4983     1965 2345400             6.5           400
#> 4984     1965 1300000             6.5           198
#> 4985     1965  550000             3.5            92
#> 4986     1966  800000             4.5           145
#> 4987     1966  905170             5.5           160
#> 4988     1966  891760             5.5           160
#> 4989     1966  885000             4.5           132
#> 4990     1966 1186780             5.5           160
#> 4991     1966  905170             5.5           160
#> 4992     1966  695000             4.5           119
#> 4993     1966 1341000             5.5           220
#> 4994     1966  865000             5.5           165
#> 4995     1966  797890             5.5           200
#> 4996     1966  958810             4.5           260
#> 4997     1966 1267240             5.5           200
#> 4998     1966 1595790             5.5           220
#> 4999     1966  630000             5.0           144
#> 5000     1966  665000             4.5           118
#> 5001     1966  900000             4.5           132
#> 5002     1966 1190800             5.5           200
#> 5003     1966  757660             4.0            71
#> 5004     1966  980000             8.0           221
#> 5005     1966  850000             4.5           137
#> 5006     1966  931990             5.5           150
#> 5007     1966 1173370             5.5           210
#> 5008     1966  990000             4.5           184
#> 5009     1966  522990             3.5            74
#> 5010     1966 1327590             5.5           260
#> 5011     1966 1528730             4.5           230
#> 5012     1966 1159960             5.5           170
#> 5013     1966 1150000             5.5           210
#> 5014     1966 1150000             5.5           210
#> 5015     1966  675000             4.5           137
#> 5016     1966  543100             3.5            61
#> 5017     1966  630000             5.0           144
#> 5018     1966  888000             4.5           153
#> 5019     1966  925290             5.5            76
#> 5020     1966 1189460             4.5           220
#> 5021     1966 1267240             5.5           200
#> 5022     1966  958810             4.5           260
#> 5023     1966  891760             5.5           170
#> 5024     1966  505000             4.5           107
#> 5025     1966  549810             4.5           130
#> 5026     1966 1066090             5.5           200
#> 5027     1966  740900             3.5           143
#> 5028     1966  775000             4.5           103
#> 5029     1966 1000000             4.5           168
#> 5030     1966  980000             8.0           221
#> 5031     1966  603450             4.5           170
#> 5032     1966  516280             3.5            57
#> 5033     1966 1743300             5.5           250
#> 5034     1966  770000             7.5           315
#> 5035     1966  549810             3.5            74
#> 5036     1966  905170             5.5           160
#> 5037     1966 2212650             4.5           320
#> 5038     1966 1159960             5.5           170
#> 5039     1966  590000             4.5           160
#> 5040     1966  980000             8.0           221
#> 5041     1967 1736590             6.5           250
#> 5042     1967 1314180             4.5           210
#> 5043     1967 1649430             5.5           160
#> 5044     1967 1381230             4.5           160
#> 5045     1967 1480000             5.5           162
#> 5046     1967 1408050             4.5           170
#> 5047     1967 1528730             4.5           190
#> 5048     1967  925290             5.5           130
#> 5049     1967 1508620             4.5           240
#> 5050     1967 1199000             6.5           167
#> 5051     1967  791190             3.5            62
#> 5052     1967  870000             4.5           121
#> 5053     1967  560000             3.5           107
#> 5054     1967 1607850             5.5           220
#> 5055     1967 1314180             4.5           210
#> 5056     1967 1300770             4.5           160
#> 5057     1967  500000             4.5           132
#> 5058     1967  920000             6.5           170
#> 5059     1967  840000             3.5            97
#> 5060     1967  850000             3.5           104
#> 5061     1967  992340             5.5           130
#> 5062     1967 1250000             5.5           212
#> 5063     1967 1233720             5.5           150
#> 5064     1967 1273950             5.5           140
#> 5065     1967  771070             4.5            76
#> 5066     1967  850000             4.5           110
#> 5067     1967 1166670             5.5           150
#> 5068     1967 1230000             4.5           129
#> 5069     1967  920000             4.5           121
#> 5070     1967 1020000             4.5           135
#> 5071     1967 1367820             5.5           170
#> 5072     1967  931990             5.5           130
#> 5073     1968  704020             5.5           130
#> 5074     1969 1100000             4.5           141
#> 5075     1969  552000             5.5           160
#> 5076     1969  595000             4.5            76
#> 5077     1971 1998090             6.5           380
#> 5078     1971 1729890             5.0           220
#> 5079     1971 1200000             4.5           200
#> 5080     1971  663790             5.5           160
#> 5081     1971 1066090             5.5           160
#> 5082     1971 1609200             5.5           250
#> 5083     1971 1670000             5.5           274
#> 5084     1971  595000             4.5           109
#> 5085     1971 1650000             7.5           250
#> 5086     1971 2132190             5.5           300
#> 5087     1971 1327590             6.5           290
#> 5088     1971 1736590             4.5           290
#> 5089     1971 1670000             6.5           239
#> 5090     1971 1139850             5.5           160
#> 5091     1971 1200000             4.5           200
#> 5092     1971  616860             4.5            78
#> 5093     1971 1200000             4.5           200
#> 5094     1971 1159960             5.5           200
#> 5095     1971 1739270             6.0           580
#> 5096     1971 1150000             5.5           175
#> 5097     1971 1066090             5.5           160
#> 5098     1971 1670000             5.5           274
#> 5099     1971  995000             3.5           123
#> 5100     1972 1743300             5.5           170
#> 5101     1972 1338310             5.0           300
#> 5102     1972  931990             4.5           170
#> 5103     1972  940000             4.5           167
#> 5104     1972 1675000             8.0           350
#> 5105     1972 1609200             4.5           240
#> 5106     1972  931990             4.5           170
#> 5107     1972 2212650             5.5           400
#> 5108     1972 2011500             4.0           400
#> 5109     1972 1500000             5.0           300
#> 5110     1972 2212650             5.5           400
#> 5111     1972 2212650             5.5           400
#> 5112     1972 2450000             6.5           302
#> 5113     1972  965520             5.5           130
#> 5114     1972 1743300             3.0           170
#> 5115     1972 2138890             4.5           230
#> 5116     1972 1500000             5.0           300
#> 5117     1972  620000             4.0           110
#> 5118     1972 1300000             4.0           136
#> 5119     1973 1120000             4.5           170
#> 5120     1973  790000             7.0           132
#> 5121     1973  845000             6.5           141
#> 5122     1973 1450000             6.5           241
#> 5123     1973 1040000             4.5           160
#> 5124     1973 1307470             6.5           300
#> 5125     1974  985000             3.5           162
#> 5126     1974 1421460             4.5           150
#> 5127     1974  838120             5.5           160
#> 5128     1974 1810350             5.5           210
#> 5129     1974  650000             7.5           175
#> 5130     1974 1290000             7.5           212
#> 5131     1974  791190             5.5           150
#> 5132     1974 1540800             4.5           300
#> 5133     1974 1877400             5.5           350
#> 5134     1974  985000             3.5           162
#> 5135     1975 1648080             4.5           220
#> 5136     1975 1335630             4.5           220
#> 5137     1975  939000             5.5           172
#> 5138     1976  925290             4.5           130
#> 5139     1976 1200000             5.5           130
#> 5140     1976 1023290             5.5           160
#> 5141     1976 1158000             7.5           180
#> 5142     1976  828670             5.5           148
#> 5143     1976  763000             4.5           149
#> 5144     1976 1260540             5.0           200
#> 5145     1976  763000             4.5           149
#> 5146     1976 1158000             7.5           180
#> 5147     1976 1111240             4.5           220
#> 5148     1976  495000             4.5           140
#> 5149     1976  704020             4.5           130
#> 5150     1976 1139850             5.0           290
#> 5151     1976  940000             5.0           200
#> 5152     1976 1476440             4.5           220
#> 5153     1976 1552870             5.5           230
#> 5154     1976 1111240             4.5           190
#> 5155     1976  495000             3.5            96
#> 5156     1976  495000             4.5           140
#> 5157     1976 1023290             5.5           160
#> 5158     1976  535000             4.5           120
#> 5159     1976  717430             5.5           150
#> 5160     1976  815000             4.5           192
#> 5161     1976  495000             3.5            96
#> 5162     1976 1250000             6.5           270
#> 5163     1977 1560000            13.5           424
#> 5164     1977 1334290             5.5           270
#> 5165     1977 1327590             4.5           210
#> 5166     1977 1139850             5.5           160
#> 5167     1977 1300770             4.5           210
#> 5168     1977 1300770             4.5           210
#> 5169     1977  970000             5.5           166
#> 5170     1977  850000             4.5           130
#> 5171     1977 1434870             4.5           220
#> 5172     1977  850000             4.5           130
#> 5173     1977 1070000             5.5           174
#> 5174     1977 1542140             4.5           250
#> 5175     1977 1542140             4.5           250
#> 5176     1977 1300770             4.5           210
#> 5177     1977 1542140             4.5           240
#> 5178     1978 2041800             4.5           171
#> 5179     1978 1400000             7.5           309
#> 5180     1978  599000             4.5           217
#> 5181     1978 1300000             5.0           190
#> 5182     1978 2266290             6.0           310
#> 5183     1978  990000             5.5           163
#> 5184     1978 1240420             4.5            91
#> 5185     1978  599000             4.5           140
#> 5186     1978 1300000             5.5           212
#> 5187     1978 1295000            10.0           208
#> 5188     1978 1280000             4.5           140
#> 5189     1978  803250             5.5           170
#> 5190     1978  990000             5.5           163
#> 5191     1978  790000             6.5           162
#> 5192     1978 1059390             5.5           210
#> 5193     1978 1300000             5.5           212
#> 5194     1978 2227800             4.5           171
#> 5195     1981 1193490             5.5           220
#> 5196     1981  830000             4.5           157
#> 5197     1981  840000             4.5           160
#> 5198     1981 1113030             5.5           210
#> 5199     1981 2266290             4.5           340
#> 5200     1981  890000             5.5           188
#> 5201     1981  810000             5.5           164
#> 5202     1983  715000             4.5           121
#> 5203     1983  705000             4.5           123
#> 5204     1983  657090             4.5            84
#> 5205     1983  740000             4.5           125
#> 5206     1983  600000             3.5           105
#> 5207     1983  640000             3.5           108
#> 5208     1983  680000             4.5           119
#> 5209     1983 1461690             4.5           250
#> 5210     1985 1334290             5.5           160
#> 5211     1986  898470             4.5           160
#> 5212     1986  670000             5.5           130
#> 5213     1987 1650000             5.5           210
#> 5214     1987  700000             3.5            94
#> 5215     1987 1716480             4.5            85
#> 5216     1987  626000             4.5           113
#> 5217     1987 1990000             4.5           158
#> 5218     1987 1877400             4.5           250
#> 5219     1987 1480000             4.5           138
#> 5220     1987 1307470             5.5           210
#> 5221     1987 1480000             4.5           138
#> 5222     1987 2212650             4.5           270
#> 5223     1987 1200000             3.5           128
#> 5224     1987  525000             2.5            60
#> 5225     1987 1600000             7.5           210
#> 5226     1987 1310000             3.5            91
#> 5227     1987 1716480             4.5            86
#> 5228     1987 1310000             3.5            91
#> 5229     1987 1475100             5.5           170
#> 5230     1987 1580000             5.5           161
#> 5231     1987 1609200             4.5           170
#> 5232     1987  626000             4.5           114
#> 5233     1987 1595790             4.5           170
#> 5234     1987 1480000             4.5           138
#> 5235     1987  700000             3.5            95
#> 5236     1987 1580000             5.5           138
#> 5237     1987 1580000             5.5           161
#> 5238     1988  976600             3.5           104
#> 5239     1988  650000             4.0            82
#> 5240     1988 1200000             3.5           128
#> 5241     1988 1998090             5.5           220
#> 5242     1988 1580000             5.5           161
#> 5243     1988 2118780             4.5           210
#> 5244     1988 1716480             4.5            86
#> 5245     1988  650380             4.5            64
#> 5246     1988 1535440             5.5           210
#> 5247     1988 1950000             6.5           233
#> 5248     1988 1750000             6.0           220
#> 5249     1988 2279700             4.5           260
#> 5250     1988  890000             7.0           160
#> 5251     1988 1280000             3.5           104
#> 5252     1988 2279700             5.0           260
#> 5253     1988  750000             3.5            94
#> 5254     1988 1193490             5.0           210
#> 5255     1988  700000             3.5           103
#> 5256     1988 1275000             6.5           160
#> 5257     1988  890000             7.0           160
#> 5258     1988 1072800             5.5           140
#> 5259     1988 1240000             3.0           107
#> 5260     1988  669150             4.5            66
#> 5261     1988 2346750             5.0           290
#> 5262     1988 1193490             5.0           210
#> 5263     1988 1005750             4.0            66
#> 5264     1988 1700000             5.5           200
#> 5265     1988  750000             3.5           100
#> 5266     1988 1950000             6.5           191
#> 5267     1988 1535440             5.5           210
#> 5268     1988 1743300             6.5           260
#> 5269     1991 1674900             4.5           210
#> 5270     1991  820000             8.5           242
#> 5271     1991 2386980             6.0           330
#> 5272     1991  565000             3.5            84
#> 5273     1991  870000             5.5           164
#> 5274     1991  650000             5.5           170
#> 5275     1991  757660             4.5            83
#> 5276     1991  779120             4.5            85
#> 5277     1991  970000             6.0           195
#> 5278     1991  820000             7.5           242
#> 5279     1992 1066090             5.5           170
#> 5280     1992  630000             4.5           115
#> 5281     1992  968200             4.5           200
#> 5282     1993 1931040             5.5           290
#> 5283     1993 1656130             4.0           160
#> 5284     1993 1470000             5.5           146
#> 5285     1993 2091960             4.5           250
#> 5286     1993 1314180             4.5           140
#> 5287     1993  620000             4.5            98
#> 5288     1993 1294060             4.5           170
#> 5289     1993 2091960             4.5           250
#> 5290     1993 1314180             4.5           150
#> 5291     1993 1012450             4.5           210
#> 5292     1993 1495000             4.5           201
#> 5293     1993 1240420             5.5           300
#> 5294     1993 2091960             4.5           250
#> 5295     1993 2091960             4.5           250
#> 5296     1993  830000             4.5           119
#> 5297     1993 1957860             5.5           250
#> 5298     1993  965000             3.5           115
#> 5299     1993  790000             3.5           125
#> 5300     1993  970000             3.5           115
#> 5301     1993  980000             5.5           208
#> 5302     1993  980000             3.5           121
#> 5303     1993  831420             5.5            93
#> 5304     1993  980000             3.5           115
#> 5305     1993  978930             4.5           140
#> 5306     1993 2078550             5.5           260
#> 5307     1993 1460000             5.5           195
#> 5308     1993 1460000             6.5           195
#> 5309     1993  730000             5.5           115
#> 5310     1993 1971270             4.0           190
#> 5311     1993 1300770             4.5           140
#> 5312     1993 1294060             4.5           170
#> 5313     1993 1072800             6.0           240
#> 5314     1993  989000             4.5           206
#> 5315     1993  871650             5.5           170
#> 5316     1993  965000             3.5           125
#> 5317     1993 2091960             4.5           250
#> 5318     1993 1560000             5.5           195
#> 5319     1993 2091960             4.5           250
#> 5320     1993  965000             3.5           125
#> 5321     1994  871650             5.5           150
#> 5322     1994  650000             4.5           109
#> 5323     1994  871650             5.5           140
#> 5324     1994  673000             3.5           124
#> 5325     1994  812150             5.5           150
#> 5326     1994  495000             3.5            85
#> 5327     1994  613000             3.5           105
#> 5328     1994  871650             5.5           140
#> 5329     1994 1320880             4.5           220
#> 5330     1994 1736590             4.5           290
#> 5331     1994 1246450             5.5           270
#> 5332     1994  616371             4.5           117
#> 5333     1994 1050000             5.5           200
#> 5334     1994  616371             4.5           125
#> 5335     1994  630000             4.5           120
#> 5336     1994  624560             4.5            90
#> 5337     1994 1180080             5.5           140
#> 5338     1994  650000             4.5           109
#> 5339     1994  520000             3.5            90
#> 5340     1994 1008430             4.5           130
#> 5341     1994  603450             4.5            74
#> 5342     1994  605000             3.5            98
#> 5343     1994  633540             4.5            93
#> 5344     1994  783000             4.5           152
#> 5345     1994  650000             4.5           109
#> 5346     1994  811300             4.5            93
#> 5347     1996  850000             5.5           147
#> 5348     1996  870300             4.5           210
#> 5349     1996  870300             4.5           210
#> 5350     1996  871650             5.5           190
#> 5351     1996  643680             4.0           160
#> 5352     1996  628920             5.5           200
#> 5353     1996  890000             5.5           194
#> 5354     1997 1173370             5.5           230
#> 5355     1997 1729890             5.5           160
#> 5356     1997 1100000             3.5           108
#> 5357     1997  950000             6.0           170
#> 5358     1997 1005750             3.0            76
#> 5359     1997 1100000             3.5           108
#> 5360     1997  710730             4.5            91
#> 5361     1997  496170             3.5            41
#> 5362     1997  850000             5.0            80
#> 5363     1997  931990             5.5           140
#> 5364     1997  790000             6.5           150
#> 5365     1997 1500000             4.5           157
#> 5366     1997 1685000             6.5           240
#> 5367     1997 1206900             6.5           140
#> 5368     1997  898470             5.5           140
#> 5369     1997 2011500             5.5           170
#> 5370     1997 2011500             5.5           230
#> 5371     1997 1680000             5.5           158
#> 5372     1997  563220             4.5            70
#> 5373     1997 1490000             6.5           266
#> 5374     1997 2279700             5.0           240
#> 5375     1997 1126440             4.5            83
#> 5376     1997  790000             2.0            97
#> 5377     1997  795000             4.5           118
#> 5378     1997  516000             3.5            87
#> 5379     1997 1200000             3.5           186
#> 5380     1997 1495000             5.5           160
#> 5381     1997 1475100             4.5           130
#> 5382     1997 1960000             6.5           250
#> 5383     1997 1680000             5.5           158
#> 5384     1997 1750000             6.5           220
#> 5385     1997  695000             3.5           101
#> 5386     1997 1582380             5.5           160
#> 5387     1997 1729890             4.5           230
#> 5388     1997 1940000             7.5           218
#> 5389     1997 1290000             4.0           128
#> 5390     1997  790000             2.0            97
#> 5391     1997  931990             5.5            79
#> 5392     1997  898470             5.5           140
#> 5393     1997 1320000             6.0           150
#> 5394     1997 2252880             4.5           250
#> 5395     1997 2011500             4.0           140
#> 5396     1997  869000             4.5           113
#> 5397     1997  860000             5.5           148
#> 5398     1997 1500000             4.5           140
#> 5399     1997 1685000             6.5           240
#> 5400     1997 1165320             5.5           140
#> 5401     1997 1005750             3.0            76
#> 5402     1997 2252880             4.5           200
#> 5403     1997  972220             5.5            76
#> 5404     1997  695000             3.5           101
#> 5405     1997 2386980             5.5           330
#> 5406     1997 1005750             5.5            81
#> 5407     1997 1300000             4.0           217
#> 5408     1997 2011500             5.5           170
#> 5409     1997 1600000             7.5           164
#> 5410     1997 1084860             4.5           160
#> 5411     1997 1729890             3.0           160
#> 5412     1997 1960000             4.5           225
#> 5413     1997 1495000             5.5           160
#> 5414     1997  738000             3.5           110
#> 5415     1997  789000             4.0            90
#> 5416     1997  785000             6.5           159
#> 5417     1997 1200000             4.5           189
#> 5418     1997 2279700             5.0           240
#> 5419     1997  850000             4.0           112
#> 5420     1997 1193490             4.5           250
#> 5421     1997 1227010             5.5           170
#> 5422     1997  989650             4.5           140
#> 5423     2000 1461690             5.5           140
#> 5424     2000  570000             4.5           132
#> 5425     2000 1690000             6.0           184
#> 5426     2000 1690000             6.0           184
#> 5427     2000 1508620             4.5           200
#> 5428     2000  955000             4.5           127
#> 5429     2000 1736590             4.5           200
#> 5430     2000  930000             3.5           106
#> 5431     2000 1159960             4.5           150
#> 5432     2000 1736590             5.5           210
#> 5433     2000 1220310             4.5           130
#> 5434     2000 1709770             4.5           190
#> 5435     2000 1290000             5.5           193
#> 5436     2000 1729890             4.5           250
#> 5437     2000 1470000             5.5           152
#> 5438     2000  550000             2.5            59
#> 5439     2000 1050000             4.5           130
#> 5440     2000 1555550             4.5           200
#> 5441     2000 1400000             4.5           124
#> 5442     2000  910000             3.5           106
#> 5443     2000 1810350             7.0           380
#> 5444     2000 1139850             4.5            89
#> 5445     2000 1709770             4.5           190
#> 5446     2000  850000             3.5           116
#> 5447     2000  975000             4.5           127
#> 5448     2000  757660             3.5            64
#> 5449     2000 1233720             5.5           160
#> 5450     2000  556510             3.5            46
#> 5451     2000  885060             3.5            78
#> 5452     2000  550000             2.5            68
#> 5453     2000  818010             3.5            69
#> 5454     2000 1400000             4.5           138
#> 5455     2000  520000             2.5            59
#> 5456     2000  795000             5.5           140
#> 5457     2000 1400000             4.5           122
#> 5458     2000 1133140             4.5           130
#> 5459     2000 1066090             5.5           130
#> 5460     2000 1470000             5.5           152
#> 5461     2000 1173370             4.5           130
#> 5462     2000 1560000             5.5           178
#> 5463     2000 1133140             4.5           130
#> 5464     2000  985000             5.5           158
#> 5465     2000  737550             3.5            64
#> 5466     2000 1729890             4.5           250
#> 5467     2000 1736590             4.5           200
#> 5468     2000 1290000             5.5           193
#> 5469     2000  918580             3.5            67
#> 5470     2000 1020000             6.0           127
#> 5471     2000 1682950             5.5           200
#> 5472     2000 1400000             4.5           123
#> 5473     2000 1050000             4.5           130
#> 5474     2012 1448280             5.5           130
#> 5475     2013 1260540             5.5           150
#> 5476     2013  595000             3.5            95
#> 5477     2013 2050000             5.5           181
#> 5478     2013  755000             4.5           120
#> 5479     2013  650000             4.5           115
#> 5480     2014 1649430             4.5           260
#> 5481     2014 2250000             8.5           460
#> 5482     2014  795000             5.5           140
#> 5483     2014 1230000             5.5           204
#> 5484     2014 2118780             5.5           240
#> 5485     2016 2004790             4.5           220
#> 5486     2016  725000             4.5           109
#> 5487     2016 2350000             5.5           204
#> 5488     2016 1971270             4.5           220
#> 5489     2016  520000             4.5            81
#> 5490     2016 1550000             8.5           270
#> 5491     2016 1884100             4.5           190
#> 5492     2016  725000             4.5           109
#> 5493     2016 1381230             4.5           170
#> 5494     2016 1910920             4.5           190
#> 5495     2016 1944450             4.5           190
#> 5496     2017  500000             4.5           101
#> 5497     2017  978930             5.5           140
#> 5498     2017 1649430             8.0           460
#> 5499     2017  750000             4.5           109
#> 5500     2017 1126440             5.5           160
#> 5501     2017  737550             5.5           170
#> 5502     2017 1193490             4.5           150
#> 5503     2017 1526050             4.5           190
#> 5504     2017 1005750             5.5           140
#> 5505     2017 1790000             6.5           192
#> 5506     2017 1676250             5.5           170
#> 5507     2019  495000             4.5            93
#> 5508     2019  495000             4.5            93
#> 5509     2019  751630             5.5            88
#> 5510     2019  510000             4.5           128
#> 5511     2019 1609200             7.0           430
#> 5512     2019  751630             5.5            88
#> 5513     2019  495000             4.5            94
#> 5514     2019  751630             5.5            89
#> 5515     2019  751630             5.5            89
#> 5516     2019  495000             4.5            94
#> 5517     2019  771070             4.5           130
#> 5518     2019 1609200             7.0           430
#> 5519     2022 1931040             6.5           350
#> 5520     2022 1295000             5.5           159
#> 5521     2022  770000             4.5            97
#> 5522     2022 1931040             6.5           350
#> 5523     2022 1931040             5.0           360
#> 5524     2022  850000             5.5           120
#> 5525     2022 1350000             8.0           200
#> 5526     2022 1066090             5.5            92
#> 5527     2022 2306520             6.5           260
#> 5528     2022 1260540             5.5           130
#> 5529     2022 1240000             6.5           202
#> 5530     2022 1461690             5.5           190
#> 5531     2022 1736590             5.0           210
#> 5532     2023 1823760             5.5           230
#> 5533     2023 1150000             7.0           160
#> 5534     2023  925290             5.5           150
#> 5535     2023  540000             3.5            90
#> 5536     2023 1823760             5.5           230
#> 5537     2023 1823760             5.5           230
#> 5538     2024  725000             4.5           112
#> 5539     2024  784480             4.5            74
#> 5540     2024 1392620             5.5           170
#> 5541     2024  583330             3.5            53
#> 5542     2024 2212650             5.5           230
#> 5543     2024  770000             4.5           117
#> 5544     2024 1139850             5.5           160
#> 5545     2024  972220             5.5           140
#> 5546     2024  770000             4.5           117
#> 5547     2025  898470             4.5            76
#> 5548     2025 1729890             4.5           190
#> 5549     2025 1729890             4.5           190
#> 5550     2025 1780000             6.5           175
#> 5551     2025  563220             3.5            68
#> 5552     2025 1729890             4.5           160
#> 5553     2025 1408050             5.5           160
#> 5554     2025 1780000             6.5           175
#> 5555     2025 1050000             4.5           133
#> 5556     2025 1810350             4.5           190
#> 5557     2025  750000             3.5           114
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#> 6008     2560  670000             2.5            96
#> 6009     2560  590000             2.5            86
#> 6010     2560  990000             5.5           137
#> 6011     2560  760000             4.5           115
#> 6012     2560  580000             2.5            83
#> 6013     2560  990000             4.5           138
#> 6014     2560 1320000             4.5           147
#> 6015     2560  960000             5.5           136
#> 6016     2560 1150000             4.5           128
#> 6017     2560 1150000             4.5           128
#> 6018     2562 1295000             8.0           235
#> 6019     2562 1375000             5.5           181
#> 6020     2562 1250000            10.0           234
#> 6021     2562 1290000             3.5           138
#> 6022     2562  780000             3.5            80
#> 6023     2562 1290000             3.5           138
#> 6024     2562 2050000             6.5           210
#> 6025     2562 1800000             5.5           211
#> 6026     2562 1375000             5.5           181
#> 6027     2563  495000             3.5           110
#> 6028     2563  760000             4.5           115
#> 6029     2564  790000             5.5           140
#> 6030     2564 1050000             4.5           121
#> 6031     2564  790000             5.5           140
#> 6032     2564  760000             4.5           115
#> 6033     2565  779000             5.5           150
#> 6034     2572  630000             4.5           105
#> 6035     2572  630000             4.5           105
#> 6036     2572  695000             4.5           101
#> 6037     2575 1050000             4.5           158
#> 6038     2575  799000             5.5           132
#> 6039     2575 1150000             5.5           172
#> 6040     2575  799000             5.5           132
#> 6041     2575  799000             5.5           132
#> 6042     2575  795000             6.0           180
#> 6043     2575  670000             3.5            91
#> 6044     2575 1500000             5.5           160
#> 6045     2575  735000             3.5            76
#> 6046     2575  735000             3.5            76
#> 6047     2575  900000             3.5            72
#> 6048     2575  799000             5.5           132
#> 6049     2575 1395000             7.5           301
#> 6050     2575  570000             2.5            73
#> 6051     2575 1650000             8.5           248
#> 6052     2575 1100000             5.0           203
#> 6053     2575 1250000             5.5           160
#> 6054     2576  795000             6.0           180
#> 6055     2576  690000             4.5            58
#> 6056     2577  940000             5.5           214
#> 6057     2577  940000             5.5           214
#> 6058     2603  695000             4.5           140
#> 6059     2605  950000             6.5           180
#> 6060     2606  895000             6.0           160
#> 6061     2606  899000             7.0           178
#> 6062     2607  750000            12.0           299
#> 6063     2608  699000             5.5           132
#> 6064     2608  840000             7.5           170
#> 6065     2608  595000             6.0           185
#> 6066     2608  840000             7.5           170
#> 6067     2610  715000             6.5           208
#> 6068     2610  747000             8.5           210
#> 6069     2610  747000             8.5           210
#> 6070     2610  790000             6.5           160
#> 6071     2610  785000             7.5           157
#> 6072     2610  629000             5.5           135
#> 6073     2610  629000             5.5           135
#> 6074     2610  895000             7.5           157
#> 6075     2610  890000             6.5           160
#> 6076     2613  540000             4.5           108
#> 6077     2613  560000             4.5           108
#> 6078     2613  540000             3.5            79
#> 6079     2613  670000             4.5           100
#> 6080     2613  540000             3.5            79
#> 6081     2613  670000             4.5           100
#> 6082     2615  950000             7.5           270
#> 6083     2616  650000             8.5           230
#> 6084     2710  680000             5.5           137
#> 6085     2710  630000             7.5           160
#> 6086     2710  505000             5.5           123
#> 6087     2710  785000             5.0           165
#> 6088     2710  530000             4.5           160
#> 6089     2714  789840             4.5           260
#> 6090     2714  789840             4.5           260
#> 6091     2714 1193490             7.0           270
#> 6092     2716  990000             5.5           258
#> 6093     2718  764360             7.0           240
#> 6094     2718  871650             9.5           530
#> 6095     2718 1595790             9.0           410
#> 6096     2720  650000             7.0           180
#> 6097     2720  790000             5.5           140
#> 6098     2720  690000             4.5           104
#> 6099     2720  898000             6.5           217
#> 6100     2732  800000             5.5           120
#> 6101     2732 1100000             5.5           200
#> 6102     2732 1120000             8.0           201
#> 6103     2732  590000             9.0           242
#> 6104     2732  595000             4.5           126
#> 6105     2732  790000             7.5           191
#> 6106     2732  892000             7.0           155
#> 6107     2732  585000             6.0           100
#> 6108     2735  795000             8.5           226
#> 6109     2735  968000             9.5           240
#> 6110     2735  890000             7.0           153
#> 6111     2735  698000             4.5           118
#> 6112     2735  968000             8.5           235
#> 6113     2735  720000             5.5           147
#> 6114     2736  950000             6.5           160
#> 6115     2736  950000             6.5           160
#> 6116     2738  990000             6.0           166
#> 6117     2738  980000             6.5           173
#> 6118     2738  850000             8.5           230
#> 6119     2738  790000             5.5           137
#> 6120     2740  700000             4.5           125
#> 6121     2740  530000             4.5           120
#> 6122     2740  550000             5.5           170
#> 6123     2740  700000             4.5           125
#> 6124     2740  625000             6.5           220
#> 6125     2740  499999             4.5            94
#> 6126     2740  625000             6.5           220
#> 6127     2740  550000             5.5           170
#> 6128     2740  995000             5.5           152
#> 6129     2740  590000             5.5           160
#> 6130     2740  850000             9.5           205
#> 6131     2740  929000             6.5           230
#> 6132     2740  550000             5.5           170
#> 6133     2740  750000             5.5           150
#> 6134     2742  725000             7.0           181
#> 6135     2742  545000             4.5           135
#> 6136     2744 1280000             5.5           382
#> 6137     2746  530000             7.5           225
#> 6138     2746  530000             7.0           225
#> 6139     2800  830000             8.0           200
#> 6140     2800  590040             5.5           140
#> 6141     2800  724140             4.5            93
#> 6142     2800  724140             4.5            93
#> 6143     2800 1059390             4.5           240
#> 6144     2800 1200190             4.5           200
#> 6145     2800  925290             4.5           150
#> 6146     2800 1676250             4.5           170
#> 6147     2800  724140             4.5            93
#> 6148     2800  925290             4.5           150
#> 6149     2800  502870             4.5            86
#> 6150     2800  675000             5.5           121
#> 6151     2800  925290             4.5           150
#> 6152     2800  724140             4.5            93
#> 6153     2800  532370             5.5           160
#> 6154     2800  695000             5.5           141
#> 6155     2800  501530             5.5           130
#> 6156     2800  826050             5.5           150
#> 6157     2800 1059390             4.5           240
#> 6158     2800  717430             5.5           140
#> 6159     2800 1676250             4.5           170
#> 6160     2800  590040             5.5           140
#> 6161     2800  925290             4.5           150
#> 6162     2800  965520             5.5           200
#> 6163     2800  764360             6.0           260
#> 6164     2800 1294060             4.5           230
#> 6165     2800  900000             3.5            98
#> 6166     2800  496170             4.5           140
#> 6167     2800  670500             5.5           150
#> 6168     2800  695000             5.5           141
#> 6169     2800  978930             4.5           190
#> 6170     2800  958810             5.5           150
#> 6171     2800  764360             6.0           260
#> 6172     2800  650380             4.5           160
#> 6173     2800  718770             5.5           140
#> 6174     2800  750000             5.5           194
#> 6175     2802 1180080             5.5           160
#> 6176     2802 1180080             5.5           160
#> 6177     2802  831420             5.5           140
#> 6178     2802  710730             4.5           170
#> 6179     2802 1367820             5.5           230
#> 6180     2802  925290             4.5           170
#> 6181     2802  710730             4.5            83
#> 6182     2802 1193490             6.0           400
#> 6183     2803 1138500             8.0           330
#> 6184     2803 1200190             8.0           410
#> 6185     2807  871650             4.5           260
#> 6186     2807  663790             5.5           140
#> 6187     2807  797890             6.5           200
#> 6188     2807 1043290             4.5           210
#> 6189     2807  871650             4.5           170
#> 6190     2812  929310             4.0           200
#> 6191     2812  702680             5.0           320
#> 6192     2813 1220310             5.5           230
#> 6193     2814  560000             4.5           113
#> 6194     2822  502740             3.5            81
#> 6195     2822 1153260             5.5           230
#> 6196     2822 1233720             6.0           460
#> 6197     2822 1142530             5.0           210
#> 6198     2822 1461690             4.5           210
#> 6199     2822  945400             5.5            81
#> 6200     2822  871510             5.5           160
#> 6201     2822  599290             4.5           130
#> 6202     2822 1461690             4.5           210
#> 6203     2822  552490             5.5            90
#> 6204     2822  804460             4.5           150
#> 6205     2822  791050             4.5           140
#> 6206     2822 2008810             8.0           340
#> 6207     2824  643680             4.5            82
#> 6208     2824  677200             4.5            82
#> 6209     2824  797890             4.5           200
#> 6210     2824  898470             4.5           190
#> 6211     2824  657090             4.5            82
#> 6212     2824  898470             4.5           190
#> 6213     2824  797890             4.5           200
#> 6214     2824  643680             4.5            82
#> 6215     2824  898470             4.5           200
#> 6216     2824  898470             4.5           200
#> 6217     2824  677200             4.5            82
#> 6218     2824  677200             4.5            83
#> 6219     2824  643680             4.5            82
#> 6220     2826 1070110             4.5           190
#> 6221     2826 1071450             4.5           190
#> 6222     2828 1542140            10.0           470
#> 6223     2830 1149230             4.5           190
#> 6224     2830  576630             4.5            82
#> 6225     2830  717430             4.5            91
#> 6226     2830  717430             4.5            85
#> 6227     2830  717430             4.5           130
#> 6228     2830  764360             4.5           170
#> 6229     2830  603450             5.5           130
#> 6230     2830  717430             4.5           130
#> 6231     2830  710730             5.5           150
#> 6232     2830  965520             5.5           290
#> 6233     2830  717430             4.5            85
#> 6234     2830  717430             4.5            85
#> 6235     2830  717430             4.5            85
#> 6236     2830 1149230             4.5           190
#> 6237     2832  680000             5.0           145
#> 6238     2843  750960             5.5           130
#> 6239     2843  750960             4.5            84
#> 6240     2852 1180080             4.5           230
#> 6241     2852  737550             4.5           170
#> 6242     2852  563220             6.5           160
#> 6243     2852  717430             4.5           230
#> 6244     2852  936010             5.5           310
#> 6245     2852  564000             4.5           131
#> 6246     2852 1193490             4.5           230
#> 6247     2852  936010             5.5           310
#> 6248     2853  720110             4.5           140
#> 6249     2853  640990             4.5           130
#>                                                        address
#> 1                                                1000 Lausanne
#> 2                                      Lausanne, 1000 Lausanne
#> 3                                                1000 Lausanne
#> 4                                                1000 Lausanne
#> 5                                                1000 Lausanne
#> 6                                                1000 Lausanne
#> 7                                                1000 Lausanne
#> 8                                                1004 Lausanne
#> 9                                    A Lausanne, 1004 Lausanne
#> 10                                               1004 Lausanne
#> 11                                   A Lausanne, 1004 Lausanne
#> 12                                               1004 Lausanne
#> 13                             Avenue de France, 1004 Lausanne
#> 14                              Avenue Jomini 5, 1004 Lausanne
#> 15                                               1004 Lausanne
#> 16                                               1004 Lausanne
#> 17                                     Lausanne, 1004 Lausanne
#> 18                             Avenue Collonges, 1004 Lausanne
#> 19                                               1004 Lausanne
#> 20                                               1004 Lausanne
#> 21                                               1004 Lausanne
#> 22                                               1004 Lausanne
#> 23                      Chemin des Retraites 11, 1004 Lausanne
#> 24                             Avenue Collonges, 1004 Lausanne
#> 25                       Chemin Aimé-Steinlen 7, 1004 Lausanne
#> 26                          Avenue de France 98, 1004 Lausanne
#> 27                                               1004 Lausanne
#> 28                                               1004 Lausanne
#> 29                                               1004 Lausanne
#> 30                                               1004 Lausanne
#> 31                                               1004 Lausanne
#> 32                                     Lausanne, 1004 Lausanne
#> 33                    Avenue Louis-Vulliemin 10, 1005 Lausanne
#> 34                                               1005 Lausanne
#> 35                                               1006 Lausanne
#> 36                                               1006 Lausanne
#> 37                                               1006 Lausanne
#> 38                                     Lausanne, 1007 Lausanne
#> 39                                               1007 Lausanne
#> 40                                               1007 Lausanne
#> 41                                               1007 Lausanne
#> 42                                               1007 Lausanne
#> 43                                                 1008 Prilly
#> 44                              Avenue du Château, 1008 Prilly
#> 45                                                 1008 Prilly
#> 46                                                 1008 Prilly
#> 47                                         Prilly, 1008 Prilly
#> 48                                                 1008 Prilly
#> 49                                                 1008 Prilly
#> 50                                        1008 Jouxtens-Mézery
#> 51                                                 1008 Prilly
#> 52                                                 1008 Prilly
#> 53                                        1008 Jouxtens-Mézery
#> 54                                                 1008 Prilly
#> 55                                         Prilly, 1008 Prilly
#> 56                                         Prilly, 1008 Prilly
#> 57                                                 1008 Prilly
#> 58                                                 1008 Prilly
#> 59                                                 1008 Prilly
#> 60                                         Prilly, 1008 Prilly
#> 61                                                 1008 Prilly
#> 62                                                 1008 Prilly
#> 63                                                 1008 Prilly
#> 64                                                 1008 Prilly
#> 65                                        1008 Jouxtens-Mézery
#> 66                                                 1008 Prilly
#> 67                                         Prilly, 1008 Prilly
#> 68                   Avenue de la Vallombreuse 53, 1008 Prilly
#> 69                         chemin de Bel-Orne 30B, 1008 Prilly
#> 70                                                 1008 Prilly
#> 71                                                 1008 Prilly
#> 72                                        1008 Jouxtens-Mézery
#> 73                                                 1008 Prilly
#> 74                                        1008 Jouxtens-Mézery
#> 75                                                 1008 Prilly
#> 76                                                 1008 Prilly
#> 77                                        1008 Jouxtens-Mézery
#> 78                                                  1009 Pully
#> 79                                                  1009 Pully
#> 80                        Chemin de Chamblandes 40, 1009 Pully
#> 81                                                  1009 Pully
#> 82                                                  1009 Pully
#> 83                                                  1009 Pully
#> 84                                                  1009 Pully
#> 85                                                  1009 Pully
#> 86                                                  1009 Pully
#> 87                                                  1009 Pully
#> 88                                                  1009 Pully
#> 89                                                  1009 Pully
#> 90                                                  1009 Pully
#> 91                                           Pully, 1009 Pully
#> 92                                                  1009 Pully
#> 93                                                  1009 Pully
#> 94                                                  1009 Pully
#> 95                                                  1009 Pully
#> 96                                         A Pully, 1009 Pully
#> 97                                                  1009 Pully
#> 98                                                  1009 Pully
#> 99                                                  1009 Pully
#> 100                       Chemin de Chamblandes 40, 1009 Pully
#> 101                                                 1009 Pully
#> 102                                                 1009 Pully
#> 103                                                 1009 Pully
#> 104                                          Pully, 1009 Pully
#> 105                                                 1009 Pully
#> 106                                                 1009 Pully
#> 107                                                 1009 Pully
#> 108                                   Ruisselet 11, 1009 Pully
#> 109                                                 1009 Pully
#> 110                                                 1009 Pully
#> 111                                                 1009 Pully
#> 112                                                 1009 Pully
#> 113                        Chemin des Plateires 20, 1009 Pully
#> 114             Chemin Isabelle de Montolieu 25, 1010 Lausanne
#> 115                                              1010 Lausanne
#> 116                        Ch. de Champ Rond 55, 1010 Lausanne
#> 117                                              1010 Lausanne
#> 118                                              1010 Lausanne
#> 119                                              1010 Lausanne
#> 120                    Route de la Feuillère 23, 1010 Lausanne
#> 121                                              1010 Lausanne
#> 122                                              1010 Lausanne
#> 123                                              1010 Lausanne
#> 124                                              1010 Lausanne
#> 125                                              1010 Lausanne
#> 126                                              1010 Lausanne
#> 127                                              1010 Lausanne
#> 128                                              1010 Lausanne
#> 129                                              1010 Lausanne
#> 130                                              1010 Lausanne
#> 131                                              1010 Lausanne
#> 132                                              1010 Lausanne
#> 133                                              1010 Lausanne
#> 134                                              1010 Lausanne
#> 135                     Chemin de Boissonnet 15, 1010 Lausanne
#> 136                                              1010 Lausanne
#> 137                     Chemin de Boissonnet 15, 1010 Lausanne
#> 138                                              1012 Lausanne
#> 139                                    Lausanne, 1012 Lausanne
#> 140                                              1012 Lausanne
#> 141                                    Lausanne, 1012 Lausanne
#> 142                      Avenue Victor-Ruffy 63, 1012 Lausanne
#> 143                                              1012 Lausanne
#> 144                                              1012 Lausanne
#> 145                                              1012 Lausanne
#> 146                                              1012 Lausanne
#> 147                                              1012 Lausanne
#> 148                                              1012 Lausanne
#> 149                                              1012 Lausanne
#> 150                                              1012 Lausanne
#> 151                                    Lausanne, 1012 Lausanne
#> 152                                    Lausanne, 1012 Lausanne
#> 153                          Chemin du Mûrier 8, 1012 Lausanne
#> 154                                              1012 Lausanne
#> 155                                              1012 Lausanne
#> 156                                              1012 Lausanne
#> 157                                    Lausanne, 1012 Lausanne
#> 158                                              1012 Lausanne
#> 159                                              1012 Lausanne
#> 160                                    Lausanne, 1012 Lausanne
#> 161                                              1012 Lausanne
#> 162                     Chemin de Cassinette 13, 1018 Lausanne
#> 163                     Chemin de Cassinette 13, 1018 Lausanne
#> 164                                              1018 Lausanne
#> 165                                    Lausanne, 1018 Lausanne
#> 166                                              1018 Lausanne
#> 167                                              1018 Lausanne
#> 168                                              1018 Lausanne
#> 169                  Chemin de la Cassinette 13, 1018 Lausanne
#> 170                                              1018 Lausanne
#> 171                     Chemin de Cassinette 13, 1018 Lausanne
#> 172                     Chemin de Cassinette 13, 1018 Lausanne
#> 173                                              1018 Lausanne
#> 174                                              1018 Lausanne
#> 175                                              1018 Lausanne
#> 176                     Chemin de Cassinette 13, 1018 Lausanne
#> 177                     Chemin de Cassinette 13, 1018 Lausanne
#> 178                  Chemin de la Cassinette 13, 1018 Lausanne
#> 179                                              1018 Lausanne
#> 180                                              1018 Lausanne
#> 181                                             1020 Renens VD
#> 182                     Chemin du Bourg-Dessus, 1020 Renens VD
#> 183                                  Renens VD, 1020 Renens VD
#> 184                                             1020 Renens VD
#> 185                                             1020 Renens VD
#> 186                                             1020 Renens VD
#> 187                               Rue des Alpes 4, 1020 Renens
#> 188                               Rue des Alpes 4, 1020 Renens
#> 189                                             1020 Renens VD
#> 190                                                1020 Renens
#> 191                                             1020 Renens VD
#> 192                                  Renens VD, 1020 Renens VD
#> 193                                  Renens VD, 1020 Renens VD
#> 194                                             1020 Renens VD
#> 195                                  Renens VD, 1020 Renens VD
#> 196                                 1022 Chavannes-près-Renens
#> 197                                 1022 Chavannes-près-Renens
#> 198                                 1022 Chavannes-près-Renens
#> 199                                 1022 Chavannes-près-Renens
#> 200                                 1022 Chavannes-près-Renens
#> 201                                 1022 Chavannes-près-Renens
#> 202                                 1022 Chavannes-près-Renens
#> 203                                 1022 Chavannes-près-Renens
#> 204                                  A Crissier, 1023 Crissier
#> 205                                              1023 Crissier
#> 206                                    Crissier, 1023 Crissier
#> 207                                              1023 Crissier
#> 208                                              1023 Crissier
#> 209                                    Crissier, 1023 Crissier
#> 210                                              1023 Crissier
#> 211                                    Crissier, 1023 Crissier
#> 212                                              1023 Crissier
#> 213                                              1023 Crissier
#> 214                                              1023 Crissier
#> 215                        Route de Vallaire, 1024 Ecublens VD
#> 216                                           1024 Ecublens VD
#> 217                              Ecublens VD, 1024 Ecublens VD
#> 218                                           1024 Ecublens VD
#> 219                        Route de Vallaire, 1024 Ecublens VD
#> 220                                           1024 Ecublens VD
#> 221                                           1024 Ecublens VD
#> 222                                         1025 Saint-Sulpice
#> 223                                         1025 St-Sulpice VD
#> 224                                         1025 St-Sulpice VD
#> 225                                         1025 St-Sulpice VD
#> 226                                         1025 St-Sulpice VD
#> 227                                             1026 Echandens
#> 228                                                1026 Denges
#> 229                                             1026 Echandens
#> 230                                             1026 Echandens
#> 231                                                1026 Denges
#> 232                                      1026 Echandens-Denges
#> 233                                      1026 Echandens-Denges
#> 234                                  Echandens, 1026 Echandens
#> 235                                                1026 Denges
#> 236                                             1026 Echandens
#> 237                                             1026 Echandens
#> 238                                                1026 Denges
#> 239                                                1026 Denges
#> 240                                             1026 Echandens
#> 241                                      1026 Echandens-Denges
#> 242                                             1026 Echandens
#> 243                                      1026 Echandens-Denges
#> 244                                                1026 Denges
#> 245                                          Lonay, 1027 Lonay
#> 246                                                 1027 Lonay
#> 247                                          Lonay, 1027 Lonay
#> 248                            Chemin des Abbesses, 1027 Lonay
#> 249                                                 1027 Lonay
#> 250                            Route d'Echandens 8, 1027 Lonay
#> 251                                                 1027 Lonay
#> 252                                           1028 Préverenges
#> 253                                           1028 Préverenges
#> 254                                           1028 Préverenges
#> 255                                           1028 Préverenges
#> 256                                           1028 Préverenges
#> 257                                           1028 Préverenges
#> 258                                           1028 Préverenges
#> 259                                     1029 Villars-Ste-Croix
#> 260                                     1029 Villars-Ste-Croix
#> 261                                     1029 Villars-Ste-Croix
#> 262                                    Bussigny, 1030 Bussigny
#> 263                         Chemin de Roséaz 22, 1030 Bussigny
#> 264                                    Bussigny, 1030 Bussigny
#> 265                                1030 Bussigny-près-Lausanne
#> 266                                              1030 Bussigny
#> 267                            Rue des Alpes 10, 1030 Bussigny
#> 268                                    Bussigny, 1030 Bussigny
#> 269                                    Bussigny, 1030 Bussigny
#> 270                                    Bussigny, 1030 Bussigny
#> 271                           Rue de Remanan 17, 1030 Bussigny
#> 272                                    Bussigny, 1030 Bussigny
#> 273                                    Bussigny, 1030 Bussigny
#> 274                    Chemin de Grandvignes 25, 1030 Bussigny
#> 275                      Chemin Grand'Vignes 13, 1030 Bussigny
#> 276                          Rue de Lausanne 99, 1030 Bussigny
#> 277                                                1031 Mex VD
#> 278                                                1031 Mex VD
#> 279                                                1031 Mex VD
#> 280                                                1031 Mex VD
#> 281                                                1031 Mex VD
#> 282                                                1031 Mex VD
#> 283                                                1031 Mex VD
#> 284                                                1031 Mex VD
#> 285                                    1032 Romanel s Lausanne
#> 286                                    1032 Romanel s Lausanne
#> 287                                  1032 Romanel-sur-Lausanne
#> 288                                  1032 Romanel-sur-Lausanne
#> 289                                  1032 Romanel-sur-Lausanne
#> 290                                  1032 Romanel-sur-Lausanne
#> 291                                  1032 Romanel-sur-Lausanne
#> 292                                  1032 Romanel-sur-Lausanne
#> 293                                 1033 Cheseaux-sur-Lausanne
#> 294                                 1033 Cheseaux-sur-Lausanne
#> 295                                 1033 Cheseaux-sur-Lausanne
#> 296                                 1033 Cheseaux-sur-Lausanne
#> 297                                 1033 Cheseaux-sur-Lausanne
#> 298                                 1033 Cheseaux-sur-Lausanne
#> 299          Cheseaux-sur-Lausanne, 1033 Cheseaux-sur-Lausanne
#> 300                                 1033 Cheseaux-sur-Lausanne
#> 301                                 1033 Cheseaux-sur-Lausanne
#> 302         Le Timonet d'en Haut 1, 1033 Cheseaux-sur-Lausanne
#> 303                                              1034 Boussens
#> 304                                    Boussens, 1034 Boussens
#> 305                                              1034 Boussens
#> 306                                  A Boussens, 1034 Boussens
#> 307                                              1034 Boussens
#> 308                                              1034 Boussens
#> 309                                  A Bournens, 1035 Bournens
#> 310                                              1035 Bournens
#> 311                                    Bournens, 1035 Bournens
#> 312                                              1035 Bournens
#> 313                                    Bournens, 1035 Bournens
#> 314                                    Bournens, 1035 Bournens
#> 315                                              1035 Bournens
#> 316                                              1035 Bournens
#> 317                                    Bournens, 1035 Bournens
#> 318                                    Bournens, 1035 Bournens
#> 319                                  A Bournens, 1035 Bournens
#> 320                                  A Bournens, 1035 Bournens
#> 321                                  A Bournens, 1035 Bournens
#> 322                                    Bournens, 1035 Bournens
#> 323                                               1036 Sullens
#> 324                                               1036 Sullens
#> 325                                               1036 Sullens
#> 326                                               1036 Sullens
#> 327                           Rte de Cheseaux 10, 1036 Sullens
#> 328                                               1036 Sullens
#> 329                           Rte de Cheseaux 10, 1036 Sullens
#> 330                                               1036 Sullens
#> 331                                            1037 Etagnières
#> 332                                            1037 Etagnières
#> 333                                               1038 Bercher
#> 334                                               1038 Bercher
#> 335                                               1038 Bercher
#> 336                                               1038 Bercher
#> 337                                               1038 Bercher
#> 338                                               1038 Bercher
#> 339                                             1040 Echallens
#> 340                      Ch. de la Fontaine 73, 1040 Echallens
#> 341                                             1040 Echallens
#> 342                      Résidence Petit-bourg, 1040 Echallens
#> 343                                    1040 Villars-le-Terroir
#> 344                                             1040 Échallens
#> 345                                             1040 Echallens
#> 346                                      1040 St-Barthélemy VD
#> 347                                      1040 St-Barthélemy VD
#> 348                                             1040 Echallens
#> 349                                             1040 Echallens
#> 350                                             1040 Echallens
#> 351                    St-Barthélemy VD, 1040 St-Barthélemy VD
#> 352                                 La Sapelle, 1040 Echallens
#> 353                                    1040 Villars-le-Terroir
#> 354                              Sur Rosset 3A, 1040 Echallens
#> 355                                             1040 Echallens
#> 356                                             1040 Echallens
#> 357                      Ch. de la Fontaine 73, 1040 Echallens
#> 358                                             1040 Echallens
#> 359                                             1040 Echallens
#> 360                                             1040 Echallens
#> 361                                         1041 Poliez-Pittet
#> 362                                         1041 Poliez-Pittet
#> 363                                         1041 Poliez-Pittet
#> 364                                         1041 Poliez-Pittet
#> 365                                         1041 Poliez-Pittet
#> 366                                         1041 Poliez-Pittet
#> 367                                       1041 Poliez-le-Grand
#> 368                                               1041 Bottens
#> 369                                               1042 Bettens
#> 370                                                1042 Assens
#> 371                                                1042 Assens
#> 372                                               1042 Bettens
#> 373                  Chemin de l' Entoz 3, 1042 Bioley-Orjulaz
#> 374                  Chemin de l' Entoz 3, 1042 Bioley-Orjulaz
#> 375                                                1042 Assens
#> 376                                                   1044 Fey
#> 377                                Pl. de l'Eglise 9, 1044 Fey
#> 378                                                   1044 Fey
#> 379                                                   1044 Fey
#> 380                                          Ogens, 1045 Ogens
#> 381                                                1047 Oppens
#> 382                                     1052 Mont sur Lausanne
#> 383              chemin de la Viane, 1052 Le Mont-sur-Lausanne
#> 384                                  1052 Le Mont-sur-Lausanne
#> 385                                  1052 Le Mont-sur-Lausanne
#> 386              chemin de la Viane, 1052 Le Mont-sur-Lausanne
#> 387                                  1052 Le Mont-sur-Lausanne
#> 388                                  1052 Le Mont-sur-Lausanne
#> 389                                  1052 Le Mont-sur-Lausanne
#> 390                                     1052 Mont sur Lausanne
#> 391     Chemin du Bois de L'Hôpital, 1052 Le Mont-sur-Lausanne
#> 392                                  1052 Le Mont-sur-Lausanne
#> 393                                  1052 Le Mont-sur-Lausanne
#> 394       Route de la Clochatte 102, 1052 Le Mont-sur-Lausanne
#> 395          A Le Mont-sur-Lausanne, 1052 Le Mont-sur-Lausanne
#> 396                                  1052 Le Mont-sur-Lausanne
#> 397                                  1052 Le Mont-sur-Lausanne
#> 398            Le Mont-sur-Lausanne, 1052 Le Mont-sur-Lausanne
#> 399                                  1052 Le Mont-sur-Lausanne
#> 400           Route de la Clochatte, 1052 Le Mont-sur-Lausanne
#> 401                                  1052 Le Mont-sur-Lausanne
#> 402            Le Mont-sur-Lausanne, 1052 Le Mont-sur-Lausanne
#> 403                                  1052 Le Mont-sur-Lausanne
#> 404                                  1052 Le Mont-sur-Lausanne
#> 405                                  1052 Le Mont-sur-Lausanne
#> 406            Le Mont-sur-Lausanne, 1052 Le Mont-sur-Lausanne
#> 407                                  1052 Le Mont-sur-Lausanne
#> 408                                  1052 Le Mont-sur-Lausanne
#> 409                                  1052 Le Mont-sur-Lausanne
#> 410            Le Mont-sur-Lausanne, 1052 Le Mont-sur-Lausanne
#> 411                                  1052 Le Mont-sur-Lausanne
#> 412              Chemin de la Viane, 1052 Le Mont-sur-Lausanne
#> 413                                  1052 Le Mont-sur-Lausanne
#> 414                                  1052 Le Mont-sur-Lausanne
#> 415       Route de la Clochatte 102, 1052 Le Mont-sur-Lausanne
#> 416                                  1052 Le Mont-sur-Lausanne
#> 417                                  1052 Le Mont-sur-Lausanne
#> 418            Le Mont-sur-Lausanne, 1052 Le Mont-sur-Lausanne
#> 419                                  1052 Le Mont-sur-Lausanne
#> 420           Route de la Clochatte, 1052 Le Mont-sur-Lausanne
#> 421                                  1052 Le Mont-sur-Lausanne
#> 422                                  1052 Le Mont-sur-Lausanne
#> 423                                  1052 Le Mont-sur-Lausanne
#> 424                                  1052 Le Mont-sur-Lausanne
#> 425                                      Cugy VD, 1053 Cugy VD
#> 426                                               1053 Cugy VD
#> 427                                               1053 Cugy VD
#> 428                                               1053 Cugy VD
#> 429                                               1053 Cugy VD
#> 430                                               1053 Cugy VD
#> 431                                            1054 Morrens VD
#> 432                                            1054 Morrens VD
#> 433                                           1055 Froideville
#> 434                                           1055 Froideville
#> 435                                           1055 Froideville
#> 436                        Rue du Village 31, 1055 Froideville
#> 437                                     1058 Villars-Tiercelin
#> 438                                        1059 Peney-le-Jorat
#> 439                                       1061 Villars-Mendraz
#> 440                                       1061 Villars-Mendraz
#> 441                                               1063 Boulens
#> 442                                             1066 Epalinges
#> 443                                             1066 Epalinges
#> 444                                  Epalinges, 1066 Epalinges
#> 445                                  Epalinges, 1066 Epalinges
#> 446                                             1066 Epalinges
#> 447                                             1066 Epalinges
#> 448                                             1066 Epalinges
#> 449                                  Epalinges, 1066 Epalinges
#> 450                                  Epalinges, 1066 Epalinges
#> 451                                             1066 Epalinges
#> 452                                             1066 Epalinges
#> 453                                             1066 Epalinges
#> 454                                             1066 Epalinges
#> 455                                  Epalinges, 1066 Epalinges
#> 456                                             1066 Epalinges
#> 457                                  Epalinges, 1066 Epalinges
#> 458                                             1066 Epalinges
#> 459                           Chemin des Moilles, 1070 Puidoux
#> 460                                               1070 Puidoux
#> 461                                               1070 Puidoux
#> 462                           Chemin des Moilles, 1070 Puidoux
#> 463                                               1070 Puidoux
#> 464                                               1070 Puidoux
#> 465                             Chemin du Signal, 1070 Puidoux
#> 466                                               1070 Puidoux
#> 467                                               1070 Puidoux
#> 468                                               1070 Puidoux
#> 469                         Chemin du Signal 143, 1070 Puidoux
#> 470                           Chemin des Moilles, 1070 Puidoux
#> 471                             Chemin du Signal, 1070 Puidoux
#> 472                           Chemin des Moilles, 1070 Puidoux
#> 473                             Chemin du Signal, 1070 Puidoux
#> 474                                               1070 Puidoux
#> 475                                              1071 Chexbres
#> 476                                              1071 Chexbres
#> 477                                              1071 Chexbres
#> 478                                              1071 Chexbres
#> 479                                              1071 Chexbres
#> 480                                              1071 Chexbres
#> 481                                              1071 Chexbres
#> 482                                              1071 Chexbres
#> 483                                              1071 Chexbres
#> 484                                              1071 Chexbres
#> 485                                               1071 Savigny
#> 486                                                 1071 Rivaz
#> 487                                              1071 Chexbres
#> 488                                              1071 Chexbres
#> 489                                              1071 Chexbres
#> 490                                              1071 Chexbres
#> 491                                        1072 Forel (Lavaux)
#> 492                                        1072 Forel (Lavaux)
#> 493                                        1072 Forel (Lavaux)
#> 494                                        1072 Forel (Lavaux)
#> 495                                        1072 Forel (Lavaux)
#> 496                                        1072 Forel (Lavaux)
#> 497                                        1072 Forel (Lavaux)
#> 498                                        1072 Forel (Lavaux)
#> 499                                                 1072 Forel
#> 500                                        1072 Forel (Lavaux)
#> 501                                        1072 Forel (Lavaux)
#> 502                                        1072 Forel (Lavaux)
#> 503                                        1072 Forel (Lavaux)
#> 504                                        1072 Forel (Lavaux)
#> 505                                        1072 Forel (Lavaux)
#> 506                           En pleine campagne, 1073 Savigny
#> 507                                               1073 Savigny
#> 508                                               1073 Savigny
#> 509           à 7 minutes à pied du centre-ville, 1073 Savigny
#> 510           à 7 minutes à pied du centre-ville, 1073 Savigny
#> 511                                         1073 Mollie-Margot
#> 512                                               1073 Savigny
#> 513                          Mollie-Margot, 1073 Mollie-Margot
#> 514                                               1073 Savigny
#> 515                                               1073 Savigny
#> 516                                      Savigny, 1073 Savigny
#> 517                                   Ferlens, 1076 Ferlens VD
#> 518                                               1077 Servion
#> 519                                               1077 Servion
#> 520                                               1077 Servion
#> 521                                               1077 Servion
#> 522                                               1077 Servion
#> 523                                      Servion, 1077 Servion
#> 524                                               1077 Servion
#> 525                      Chemin en Derrey-Mont 2, 1077 Servion
#> 526                                              1078 Essertes
#> 527                                    Essertes, 1078 Essertes
#> 528                                  A Essertes, 1078 Essertes
#> 529                                    Essertes, 1078 Essertes
#> 530                                         1078 Oron-la-Ville
#> 531                                  A Essertes, 1078 Essertes
#> 532                                          1080 Les Cullayes
#> 533                                          1080 Les Cullayes
#> 534                                          1080 Les Cullayes
#> 535                                         1081 Montpreveyres
#> 536                                         1081 Montpreveyres
#> 537                                         1081 Montpreveyres
#> 538                                    1082 Corcelles-le-Jorat
#> 539                                    1082 Corcelles-le-Jorat
#> 540                                           1083 Mézières VD
#> 541                                           1083 Mézières VD
#> 542                                           1084 Carrouge VD
#> 543                                           1084 Carrouge VD
#> 544                         Route du Village 11, 1085 Vulliens
#> 545                                                1088 Ropraz
#> 546                                                1088 Ropraz
#> 547                                                1088 Ropraz
#> 548                                                 1090 Lutry
#> 549             Ch. Poses - Franches 10, 1090 La Croix (Lutry)
#> 550                                      1090 La Croix (Lutry)
#> 551                                      1090 La Croix (Lutry)
#> 552                                      1090 La Croix (Lutry)
#> 553                                      1090 La Croix (Lutry)
#> 554                                      1090 La Croix (Lutry)
#> 555                                      1090 La Croix (Lutry)
#> 556                                      1090 La Croix (Lutry)
#> 557                                             1091 Grandvaux
#> 558                         Route de Puidoux 3, 1091 Grandvaux
#> 559                  Route des Crêts Leyron 33, 1091 Grandvaux
#> 560                                  1092 Belmont-sur-Lausanne
#> 561                                  1092 Belmont-sur-Lausanne
#> 562                                  1092 Belmont-sur-Lausanne
#> 563                                  1092 Belmont-sur-Lausanne
#> 564             Route de Burenoz 17, 1092 Belmont-sur-Lausanne
#> 565                                  1092 Belmont-sur-Lausanne
#> 566                                  1092 Belmont-sur-Lausanne
#> 567                   Coin d'En Bas, 1092 Belmont-sur-Lausanne
#> 568                                  1092 Belmont-sur-Lausanne
#> 569                                  1092 Belmont-sur-Lausanne
#> 570                                  1092 Belmont-sur-Lausanne
#> 571               Route d'Arnier 22, 1092 Belmont-sur-Lausanne
#> 572                                  1092 Belmont-sur-Lausanne
#> 573                   Coin d'En Bas, 1092 Belmont-sur-Lausanne
#> 574                                  1092 Belmont-sur-Lausanne
#> 575            Belmont-sur-Lausanne, 1092 Belmont-sur-Lausanne
#> 576                                  1092 Belmont-sur-Lausanne
#> 577                                  1092 Belmont-sur-Lausanne
#> 578                                  1092 Belmont-sur-Lausanne
#> 579                                  1092 Belmont-sur-Lausanne
#> 580                                  1092 Belmont-sur-Lausanne
#> 581                                  1092 Belmont-sur-Lausanne
#> 582                                  1092 Belmont-sur-Lausanne
#> 583                                  1092 Belmont-sur-Lausanne
#> 584                                         1093 La Conversion
#> 585                                         1093 La Conversion
#> 586                                         1093 La Conversion
#> 587                                         1093 La Conversion
#> 588                                         1093 La Conversion
#> 589                                         1093 La Conversion
#> 590                                                1094 Paudex
#> 591                                                1094 Paudex
#> 592                                                1094 Paudex
#> 593                                                1094 Paudex
#> 594                                                1094 Paudex
#> 595                      Route de la Conversion 38, 1095 Lutry
#> 596                         Chemin de Burquenet 27, 1095 Lutry
#> 597                                                 1095 Lutry
#> 598                                                 1095 Lutry
#> 599                                                 1095 Lutry
#> 600                                                 1095 Lutry
#> 601                                                 1095 Lutry
#> 602                                                 1095 Lutry
#> 603                                                 1095 Lutry
#> 604                  Route des Monts-de-Lavaux 316, 1095 Lutry
#> 605                                          Lutry, 1095 Lutry
#> 606                                                 1095 Lutry
#> 607                                                  1097 Riex
#> 608                                               1098 Epesses
#> 609                                               1098 Epesses
#> 610                                               1098 Epesses
#> 611                                                1110 Morges
#> 612                                                1110 Morges
#> 613                                                1110 Morges
#> 614                             Chemin Buvelot 5b, 1110 Morges
#> 615                                                1110 Morges
#> 616                                                1110 Morges
#> 617                                                1110 Morges
#> 618                                                1110 Morges
#> 619                                                1110 Morges
#> 620                                                1110 Morges
#> 621                                                1110 Morges
#> 622                                        Morges, 1110 Morges
#> 623                                                1110 Morges
#> 624                                                1110 Morges
#> 625                                                1110 Morges
#> 626                                                1110 Morges
#> 627                                        Morges, 1110 Morges
#> 628                                                1110 Morges
#> 629                                                1110 Morges
#> 630                                                1110 Morges
#> 631                                                1110 Morges
#> 632                                                1110 Morges
#> 633                                                1110 Morges
#> 634                                                1110 Morges
#> 635                                                1110 Morges
#> 636                                                1110 Morges
#> 637                                                1110 Morges
#> 638                                                1110 Morges
#> 639                                                1110 Morges
#> 640                                                1110 Morges
#> 641                                                1110 Morges
#> 642                                                1110 Morges
#> 643                            Rue de Lausanne 11, 1110 Morges
#> 644                                                1110 Morges
#> 645                                                1110 Morges
#> 646                                             1112 Échichens
#> 647                                             1112 Echichens
#> 648                 Chemin de Chaudabronnaz 11, 1112 Echichens
#> 649                                             1112 Echichens
#> 650                                             1112 Echichens
#> 651                                1113 St-Saphorin-sur-Morges
#> 652                                1113 St-Saphorin-sur-Morges
#> 653                                          1114 Colombier VD
#> 654                                          1114 Colombier VD
#> 655                                            1115 Vullierens
#> 656                                                1117 Grancy
#> 657                                             1121 Bremblens
#> 658                                             1121 Bremblens
#> 659                                             1121 Bremblens
#> 660                                             1121 Bremblens
#> 661                                                1123 Aclens
#> 662                                                1123 Aclens
#> 663                                                1123 Aclens
#> 664                                               1124 Gollion
#> 665                                               1124 Gollion
#> 666                                               1124 Gollion
#> 667                                      Gollion, 1124 Gollion
#> 668                                               1124 Gollion
#> 669                                               1124 Gollion
#> 670                                               1124 Gollion
#> 671                                               1124 Gollion
#> 672                                               1124 Gollion
#> 673                              A Tolochenaz, 1131 Tolochenaz
#> 674                                Tolochenaz, 1131 Tolochenaz
#> 675                                            1131 Tolochenaz
#> 676                                            1131 Tolochenaz
#> 677                                            1131 Tolochenaz
#> 678                                            1131 Tolochenaz
#> 679                                            1131 Tolochenaz
#> 680                                                1134 Chigny
#> 681                      Chemin de la Bréfelaz 8, 1144 Ballens
#> 682                                                 1145 Bière
#> 683                                   La Taillaz 1, 1145 Bière
#> 684                                                 1145 Bière
#> 685                                                 1145 Bière
#> 686                                   La Taillaz 1, 1145 Bière
#> 687                                                 1145 Bière
#> 688                                                 1145 Bière
#> 689                                                 1145 Bière
#> 690                                                 1145 Bière
#> 691                                                 1145 Bière
#> 692                                            1146 Mollens VD
#> 693                                Montricher, 1147 Montricher
#> 694                  Chemin de Sous Revers 14, 1147 Montricher
#> 695                                         1148 Villars-Bozon
#> 696                          Mont-la-Ville, 1148 Mont-la-Ville
#> 697                                         1148 Mont la Ville
#> 698                                         1148 Villars-Bozon
#> 699                                         1148 Villars-Bozon
#> 700                                               1148 La Praz
#> 701                                         1148 Villars-Bozon
#> 702                                         1148 Mont la Ville
#> 703                                               1149 Berolle
#> 704                                      Berolle, 1149 Berolle
#> 705                                               1149 Berolle
#> 706                                      St-Prex, 1162 St-Prex
#> 707                                               1162 St-Prex
#> 708                     Route de Buchillon 35, 1162 Saint-Prex
#> 709                                               1162 St-Prex
#> 710                                               1162 St Prex
#> 711                                      St-Prex, 1162 St-Prex
#> 712                                               1162 St-Prex
#> 713                                               1162 St-Prex
#> 714                                      St-Prex, 1162 St-Prex
#> 715                   Chemin du Petit Vignoble 3, 1162 St-Prex
#> 716                   Chemin du Petit Vignoble 3, 1162 St-Prex
#> 717                                                  1163 Etoy
#> 718                                                  1163 Etoy
#> 719                                                  1163 Etoy
#> 720                                                  1163 Etoy
#> 721                                                  1163 Etoy
#> 722                                                  1163 Etoy
#> 723                                            Etoy, 1163 Etoy
#> 724                                                  1163 Etoy
#> 725                            Chemin Sous-la-Ville, 1163 Etoy
#> 726                                                  1163 Etoy
#> 727                                                  1163 Étoy
#> 728                                                  1163 Etoy
#> 729                                                1166 Perroy
#> 730                                      1167 Lussy-sur-Morges
#> 731                                      1167 Lussy-sur-Morges
#> 732                                      1167 Lussy-sur-Morges
#> 733                                      1167 Lussy-sur-Morges
#> 734                                      1167 Lussy-sur-Morges
#> 735                                      1167 Lussy-sur-Morges
#> 736                                      1167 Lussy sur Morges
#> 737                                     1168 Villars-sous-Yens
#> 738                                            Yens, 1169 Yens
#> 739                                                  1169 Yens
#> 740                                               1170 Aubonne
#> 741                                               1170 Aubonne
#> 742                                               1170 Aubonne
#> 743                                               1170 Aubonne
#> 744                                               1170 Aubonne
#> 745                                               1170 Aubonne
#> 746                                               1170 Aubonne
#> 747                                               1170 Aubonne
#> 748                                               1170 Aubonne
#> 749                                               1170 Aubonne
#> 750                                               1170 Aubonne
#> 751                                      Aubonne, 1170 Aubonne
#> 752                          Bougy-Villars, 1172 Bougy-Villars
#> 753                                                 1173 Féchy
#> 754                                                 1173 Féchy
#> 755                                                 1173 Féchy
#> 756                               Rue du Carre 5, 1174 Aubonne
#> 757                                             1174 Montherod
#> 758                               Rue du Carre 5, 1174 Aubonne
#> 759                       Chemin des Mulets 12, 1174 Montherod
#> 760                                      Lavigny, 1175 Lavigny
#> 761                                               1175 Lavigny
#> 762                                      Lavigny, 1175 Lavigny
#> 763                                             1176 St-Livres
#> 764                               Grand'Rue 44, 1176 St-Livres
#> 765                                             1176 St-Livres
#> 766                                  St-Livres, 1176 St-Livres
#> 767                               Grand'Rue 44, 1176 St-Livres
#> 768                                             1180 Tartegnin
#> 769                                                 1180 Rolle
#> 770                                                 1180 Rolle
#> 771                                                 1180 Rolle
#> 772                                                 1180 Rolle
#> 773                                                 1180 Rolle
#> 774                                                 1180 Rolle
#> 775                                             1180 Tartegnin
#> 776                                                 1180 Rolle
#> 777                                                 1182 Gilly
#> 778                                                 1182 Gilly
#> 779                                          Gilly, 1182 Gilly
#> 780                                                 1182 Gilly
#> 781                                               1183 Bursins
#> 782                                               1183 Bursins
#> 783                                               1183 Bursins
#> 784                                                1184 Vinzel
#> 785                                          Luins, 1184 Luins
#> 786                        Mont-sur-Rolle, 1185 Mont-sur-Rolle
#> 787                                        1185 Mont-sur-Rolle
#> 788                                        1185 Mont-sur-Rolle
#> 789                                        1185 Mont-sur-Rolle
#> 790                                        1185 Mont-sur-Rolle
#> 791                                        1185 Mont-sur-Rolle
#> 792                        Mont-sur-Rolle, 1185 Mont-sur-Rolle
#> 793                                        1185 Mont-sur-Rolle
#> 794                                        1185 Mont-sur-Rolle
#> 795                                        1185 Mont-sur-Rolle
#> 796                                  1186 Essertines-sur-Rolle
#> 797            Essertines-sur-Rolle, 1186 Essertines-sur-Rolle
#> 798                                  1186 Essertines-sur-Rolle
#> 799                                 1186 Bugnaux, 1186 Bugnaux
#> 800                                 1186 Bugnaux, 1186 Bugnaux
#> 801                                                 1188 Gimel
#> 802                                                 1188 Gimel
#> 803                                                 1188 Gimel
#> 804                                                 1188 Gimel
#> 805                                                 1188 Gimel
#> 806                                                 1188 Gimel
#> 807                                          Gimel, 1188 Gimel
#> 808                                          Gimel, 1188 Gimel
#> 809                                                 1188 Gimel
#> 810                Chemin De La Raicettaz 8, 1188 Saint-George
#> 811                                                 1188 Gimel
#> 812                                          Gimel, 1188 Gimel
#> 813                                               1189 Saubraz
#> 814                                               1189 Saubraz
#> 815                                               1189 Saubraz
#> 816                                                 1195 Dully
#> 817                                                 1195 Dully
#> 818                        Chemin de la Rillette 3, 1195 Dully
#> 819                                              1195 Bursinel
#> 820                                                 1195 Dully
#> 821                                                 1195 Dully
#> 822                                                 1196 Gland
#> 823                                                 1196 Gland
#> 824                                          Gland, 1196 Gland
#> 825                                          Gland, 1196 Gland
#> 826                       Chemin des Grands-Champs, 1196 Gland
#> 827                                                 1196 Gland
#> 828                                                 1196 Gland
#> 829                                        A Gland, 1196 Gland
#> 830                                          Gland, 1196 Gland
#> 831                                          Gland, 1196 Gland
#> 832                                                 1196 Gland
#> 833                                                 1196 Gland
#> 834                                                 1196 Gland
#> 835                                          Gland, 1196 Gland
#> 836                                                 1196 Gland
#> 837                       Chemin des Grands-Champs, 1196 Gland
#> 838                                                 1196 Gland
#> 839                       Chemin des Grands-Champs, 1196 Gland
#> 840                               Rue du Perron 29, 1196 Gland
#> 841                                                 1196 Gland
#> 842                                                 1196 Gland
#> 843                                                 1196 Gland
#> 844                                          Gland, 1196 Gland
#> 845                                                 1196 Gland
#> 846                                                 1196 Gland
#> 847                       Chemin des Grands-Champs, 1196 Gland
#> 848                                                 1196 Gland
#> 849                                                 1196 Gland
#> 850                                                 1196 Gland
#> 851                                                 1196 Gland
#> 852                                                 1196 Gland
#> 853                       Chemin des Grands-Champs, 1196 Gland
#> 854                                                 1196 Gland
#> 855                                          Gland, 1196 Gland
#> 856                                                 1196 Gland
#> 857                                                 1196 Gland
#> 858                                          Gland, 1196 Gland
#> 859                                                 1196 Gland
#> 860                                  à Prangins, 1197 Prangins
#> 861                                              1197 Prangins
#> 862                                              1197 Prangins
#> 863                                              1197 Prangins
#> 864                               Rue des Alpes 3, 1201 Genève
#> 865                                                1201 Genève
#> 866                                                1201 Genève
#> 867                                                1201 Genève
#> 868                               Rue des Alpes 3, 1201 Genève
#> 869                                                1201 Genève
#> 870                                                1201 Genève
#> 871                                                1202 Genève
#> 872                                                1202 Genève
#> 873                                                1202 Genève
#> 874                                                1202 Genève
#> 875                                                1202 Genève
#> 876                                                1202 Genève
#> 877                                                1202 Genève
#> 878                                                1203 Genève
#> 879                                        Genève, 1203 Genève
#> 880                                                1203 Genève
#> 881                                                1203 Genève
#> 882                                                1203 Genève
#> 883                                                1203 Genève
#> 884                                                1203 Genève
#> 885                                                1204 Genève
#> 886                                                1204 Genève
#> 887                                                1204 Genève
#> 888                                  Grand-Rue 14, 1204 Genève
#> 889                           Rue des Pavillons 5, 1205 Genève
#> 890                                                1205 Genève
#> 891                                        Genève, 1205 Genève
#> 892                                                1205 Genève
#> 893                                                1205 Genève
#> 894                                                1206 Genève
#> 895                                                1206 Genève
#> 896                                      A Genève, 1206 Genève
#> 897                                                1206 Genève
#> 898                                                1206 Genève
#> 899                                                1206 Genève
#> 900                                                1206 Genève
#> 901                                                1206 Genève
#> 902                                                1206 Genève
#> 903                                                1206 Genève
#> 904                                                1206 Genève
#> 905                                                1206 Genève
#> 906                                                1206 Genève
#> 907                                      A Genève, 1206 Genève
#> 908                                                1207 Genève
#> 909                                                1207 Genève
#> 910                                                1207 Genève
#> 911                                                1207 Genève
#> 912                           147 impasse d'Oliot, 1207 Genève
#> 913                                                1207 Genève
#> 914                                                1208 Genève
#> 915                                                1208 Genève
#> 916                                Chemin Rieu 20, 1208 Genève
#> 917                                                1208 Genève
#> 918                                                1208 Genève
#> 919                                                1209 Genève
#> 920                                                1209 Genève
#> 921                                                1209 Genève
#> 922                                        Genève, 1209 Genève
#> 923                                                1209 Genève
#> 924                                        Genève, 1209 Genève
#> 925                                           1212 Grand-Lancy
#> 926                                                 1212 Lancy
#> 927                  Chemin des Semailles 29, 1212 Grand-Lancy
#> 928                                                 1212 Lancy
#> 929                                           1212 Grand-Lancy
#> 930                   Avenue Eugène-Lance 74, 1212 Grand-Lancy
#> 931                                                  1213 Onex
#> 932                                           1213 Petit-Lancy
#> 933                                           1213 Petit-Lancy
#> 934                                                  1213 Onex
#> 935                                                  1213 Onex
#> 936                                               1214 Vernier
#> 937                                               1214 Vernier
#> 938                                               1214 Vernier
#> 939                                  sur demande, 1214 Vernier
#> 940              Quartier résidentiel de maisons, 1214 Vernier
#> 941                                               1214 Vernier
#> 942                                               1214 Vernier
#> 943                                              1216 Cointrin
#> 944                                              1216 Cointrin
#> 945                                              1216 Cointrin
#> 946                                              1216 Cointrin
#> 947                                              1216 Cointrin
#> 948                                              1216 Cointrin
#> 949                                              1216 Cointrin
#> 950                                                1216 Meyrin
#> 951                                                1217 Meyrin
#> 952                                                1217 Meyrin
#> 953                                                1217 Meyrin
#> 954                                                1217 Meyrin
#> 955                                                1217 Meyrin
#> 956                                   sur demande, 1217 Meyrin
#> 957                                                1217 Meyrin
#> 958                                     1218 Le Grand-Saconnex
#> 959                                     1218 Le Grand-Saconnex
#> 960                                     1218 Le Grand-Saconnex
#> 961                                             1219 Le Lignon
#> 962                                                  1219 Aïre
#> 963                                            1219 Châtelaine
#> 964                                            1219 Châtelaine
#> 965                                             1219 Le Lignon
#> 966                                               1223 Cologny
#> 967                                               1223 Cologny
#> 968                                               1223 Cologny
#> 969                                               1223 Cologny
#> 970                                    A Cologny, 1223 Cologny
#> 971                                               1223 Cologny
#> 972             Chemin de la Gradelle 20, 1224 Chêne-Bougeries
#> 973              Quartier de La-Gradelle, 1224 Chêne-Bougeries
#> 974                                           1225 Chêne-Bourg
#> 975                                           1225 Chêne-Bourg
#> 976                              Chêne-Bourg, 1225 Chêne-Bourg
#> 977                       chemin de la béchette 7, 1226 Thônex
#> 978                       chemin de la béchette 7, 1226 Thônex
#> 979                                                1226 Thônex
#> 980                                        Thônex, 1226 Thônex
#> 981                       chemin de la béchette 7, 1226 Thônex
#> 982                                                1226 Thônex
#> 983                                                1226 Thônex
#> 984                       chemin de la béchette 7, 1226 Thônex
#> 985                                                1226 Thônex
#> 986                                                1226 Thônex
#> 987                                                1226 Thônex
#> 988                                                1226 Thônex
#> 989                            Route d'Ambilly 28, 1226 Thônex
#> 990                                                1226 Thônex
#> 991                                                1226 Thônex
#> 992                       chemin de la béchette 7, 1226 Thônex
#> 993                                                1226 Thônex
#> 994                                                1226 Thônex
#> 995                                                1226 Thônex
#> 996                                                1226 Thônex
#> 997                       chemin de la béchette 7, 1226 Thônex
#> 998                            Route d'Ambilly 28, 1226 Thônex
#> 999                                                1226 Thônex
#> 1000                      chemin de la béchette 7, 1226 Thônex
#> 1001                     Route de Sous-Moulin 38A, 1226 Thônex
#> 1002                      chemin de la béchette 7, 1226 Thônex
#> 1003                                               1226 Thônex
#> 1004                                A Carouge GE, 1227 Carouge
#> 1005                                              1227 Carouge
#> 1006                                      1228 Plan-les-Ouates
#> 1007                                      1228 Saconnex-d'Arve
#> 1008                                      1228 Plan-les-Ouates
#> 1009                                      1228 Plan-les-Ouates
#> 1010                                      1228 Plan-les-Ouates
#> 1011                                      1228 Plan-les-Ouates
#> 1012                                      1228 Plan-les-Ouates
#> 1013                                      1228 Plan-les-Ouates
#> 1014                                      1228 Plan-les-Ouates
#> 1015                                      1228 Plan-les-Ouates
#> 1016                                      1228 Plan-les-Ouates
#> 1017                                      1228 Plan-les-Ouates
#> 1018                                            1232 Confignon
#> 1019                                  sur demande, 1233 Bernex
#> 1020                                     A Bernex, 1233 Bernex
#> 1021                                               1233 Bernex
#> 1022                                               1233 Bernex
#> 1023                                               1233 Bernex
#> 1024                   Chemin de la Lécherette 16, 1233 Bernex
#> 1025                                               1233 Bernex
#> 1026                                               1233 Bernex
#> 1027                                  sur demande, 1233 Bernex
#> 1028                                               1233 Bernex
#> 1029                                               1233 Bernex
#> 1030                                       Bernex, 1233 Bernex
#> 1031                                               1233 Bernex
#> 1032                                               1233 Bernex
#> 1033                                               1233 Bernex
#> 1034                                               1233 Bernex
#> 1035                                               1233 Bernex
#> 1036                                               1233 Bernex
#> 1037                                               1233 Bernex
#> 1038                                       Bernex, 1233 Bernex
#> 1039                                                1234 Vessy
#> 1040                                                1234 Vessy
#> 1041                                             1236 Cartigny
#> 1042                                             1236 Cartigny
#> 1043                                               1237 Avully
#> 1044                                               1237 Avully
#> 1045                                               1237 Avully
#> 1046                                               1237 Avully
#> 1047                                               1237 Avully
#> 1048                                               1239 Collex
#> 1049                                         1239 Collex-Bossy
#> 1050                                               1239 Collex
#> 1051                                             1241 Puplinge
#> 1052                         Chemin du Jarlot 24, 1242 Satigny
#> 1053                                              1242 Satigny
#> 1054                                              1242 Satigny
#> 1055                                              1242 Satigny
#> 1056                                              1242 Satigny
#> 1057                                              1242 Satigny
#> 1058                                              1242 Satigny
#> 1059                                              1242 Satigny
#> 1060                                              1242 Satigny
#> 1061                                              1242 Satigny
#> 1062                                              1242 Satigny
#> 1063                                              1242 Satigny
#> 1064                                              1242 Satigny
#> 1065                                              1242 Satigny
#> 1066                                              1242 Satigny
#> 1067                                           1246 Corsier GE
#> 1068                                              1247 Anières
#> 1069                                              1247 Anières
#> 1070                                              1247 Anières
#> 1071                                              1247 Anières
#> 1072                                              1247 Anières
#> 1073                                             1248 Hermance
#> 1074                                 A Hermance, 1248 Hermance
#> 1075                                  Route de Gy 116, 1251 Gy
#> 1076                                  Route de Gy 116, 1251 Gy
#> 1077                                  Route de Gy 116, 1251 Gy
#> 1078                                  Route de Gy 116, 1251 Gy
#> 1079                                  Route de Gy 116, 1251 Gy
#> 1080                                  Route de Gy 116, 1251 Gy
#> 1081                                  Route de Gy 116, 1251 Gy
#> 1082                  Chemin des Champs-Nouveaux, 1252 Meinier
#> 1083                  Chemin des Champs-Nouveaux, 1252 Meinier
#> 1084                    Chemin de la Rétuelle 13, 1252 Meinier
#> 1085                                                1254 Jussy
#> 1086                                              1254 Lullier
#> 1087                                              1254 Lullier
#> 1088                                                1254 Jussy
#> 1089                                                1254 Jussy
#> 1090                                              1254 Lullier
#> 1091                                                1254 Jussy
#> 1092                                                1254 Jussy
#> 1093                                              1255 Veyrier
#> 1094                                              1255 Veyrier
#> 1095                                              1255 Veyrier
#> 1096                       chemin jean portier 7, 1255 Veyrier
#> 1097                                              1255 Veyrier
#> 1098                                   A Troinex, 1256 Troinex
#> 1099                                              1256 Troinex
#> 1100                                   A Troinex, 1256 Troinex
#> 1101                 La Croix-de-Rozon, 1257 La Croix-de-Rozon
#> 1102                 La Croix-de-Rozon, 1257 La Croix-de-Rozon
#> 1103                 La Croix-de-Rozon, 1257 La Croix-de-Rozon
#> 1104                                                1258 Perly
#> 1105                                        1258 Perly-Certoux
#> 1106                                        1258 Perly-Certoux
#> 1107                                                1258 Perly
#> 1108                                         Perly, 1258 Perly
#> 1109                                                1258 Perly
#> 1110                                                 1260 Nyon
#> 1111                                                 1260 Nyon
#> 1112                             32 Impasse du Lynx, 1260 Nyon
#> 1113                                                 1260 Nyon
#> 1114                                           Nyon, 1260 Nyon
#> 1115                                           Nyon, 1260 Nyon
#> 1116                                           Nyon, 1260 Nyon
#> 1117                                                 1260 Nyon
#> 1118                                                 1260 Nyon
#> 1119                                                 1260 Nyon
#> 1120                                                 1260 Nyon
#> 1121                                                 1260 Nyon
#> 1122                                                 1260 Nyon
#> 1123                                                 1260 Nyon
#> 1124                                                 1260 Nyon
#> 1125                                                 1260 Nyon
#> 1126                                                 1260 Nyon
#> 1127                     Route des Tattes d'Oie 38a, 1260 Nyon
#> 1128                                                 1260 Nyon
#> 1129                                                 1260 Nyon
#> 1130                                                 1260 Nyon
#> 1131                                                 1260 Nyon
#> 1132                                                 1260 Nyon
#> 1133                                                 1260 Nyon
#> 1134                                         A Nyon, 1260 Nyon
#> 1135                                                 1260 Nyon
#> 1136                                                 1260 Nyon
#> 1137                                                 1260 Nyon
#> 1138                                         A Nyon, 1260 Nyon
#> 1139                                                 1260 Nyon
#> 1140                                                 1260 Nyon
#> 1141                                                 1260 Nyon
#> 1142                                             1261 Longirod
#> 1143                                              1261 Le Vaud
#> 1144                                   Longirod, 1261 Longirod
#> 1145                                             1261 Longirod
#> 1146                                             1261 Longirod
#> 1147                                             1261 Longirod
#> 1148                                       Eysins, 1262 Eysins
#> 1149                                               1262 Eysins
#> 1150                                               1262 Eysins
#> 1151                                               1262 Eysins
#> 1152                                               1262 Eysins
#> 1153                                               1262 Eysins
#> 1154                                               1262 Eysins
#> 1155                                               1262 Eysins
#> 1156                                               1262 Eysins
#> 1157                                             1263 Crassier
#> 1158                                             1263 Crassier
#> 1159                                             1263 Crassier
#> 1160                                             1263 Crassier
#> 1161                                 St-Cergue, 1264 St-Cergue
#> 1162                    Route de la Prangine 3, 1264 St-Cergue
#> 1163                                            1264 St-Cergue
#> 1164                                            1264 St Cergue
#> 1165                     Impasse du Lynx 19, 1264 Saint-Cergue
#> 1166                                 St-Cergue, 1264 St-Cergue
#> 1167                                            1264 St-Cergue
#> 1168                         Route d'Arzier 11, 1264 St-Cergue
#> 1169                                            1264 St-Cergue
#> 1170                                            1264 St-Cergue
#> 1171                         Route d'Arzier 11, 1264 St-Cergue
#> 1172                                            1264 St-Cergue
#> 1173                                              1265 La Cure
#> 1174                                              1265 La Cure
#> 1175                                             1266 Duillier
#> 1176                                                 1267 Vich
#> 1177                                                 1267 Vich
#> 1178                         Route du Moulin 26, 1267 Coinsins
#> 1179                                           Vich, 1267 Vich
#> 1180                                             1267 Coinsins
#> 1181                                        1267 Vich-Coinsins
#> 1182                                              1268 Begnins
#> 1183                                     Begnins, 1268 Begnins
#> 1184                                              1268 Begnins
#> 1185                                     Begnins, 1268 Begnins
#> 1186                          Chemin de Paplan 4, 1268 Begnins
#> 1187                                              1268 Begnins
#> 1188                                              1268 Begnins
#> 1189                                              1268 Begnins
#> 1190                                              1268 Begnins
#> 1191                                     Begnins, 1268 Begnins
#> 1192                                   A Begnins, 1268 Begnins
#> 1193                                   A Bassins, 1269 Bassins
#> 1194                                              1269 Begnins
#> 1195                                     Bassins, 1269 Bassins
#> 1196                                              1269 Bassins
#> 1197                                              1269 Bassins
#> 1198                                              1269 Begnins
#> 1199                                              1269 Bassins
#> 1200                                              1269 Bassins
#> 1201                                              1269 Bassins
#> 1202                                               1270 Trélex
#> 1203                                               1270 Trélex
#> 1204                                              1271 Givrins
#> 1205                                   Genolier, 1272 Genolier
#> 1206                                             1272 Genolier
#> 1207                                             1272 Genolier
#> 1208                                             1272 Genolier
#> 1209                                             1272 Genolier
#> 1210                                             1272 Genolier
#> 1211                                      1273 Arzier-Le Muids
#> 1212                     Arzier-Le Muids, 1273 Arzier-Le Muids
#> 1213                                      1273 Arzier-Le Muids
#> 1214                                               1273 Arzier
#> 1215                                      1273 Arzier-Le Muids
#> 1216                                      1273 Arzier-Le Muids
#> 1217                                      1273 Arzier-Le Muids
#> 1218                                               1273 Arzier
#> 1219                                               1273 Arzier
#> 1220                                      1273 Arzier-Le Muids
#> 1221                                      1273 Arzier-Le Muids
#> 1222                                      1273 Arzier-Le Muids
#> 1223                                               1273 Arzier
#> 1224                                               1273 Arzier
#> 1225                                         Signy, 1274 Signy
#> 1226                                         Grens, 1274 Grens
#> 1227                                                1274 Signy
#> 1228                                         Grens, 1274 Grens
#> 1229                                       A Signy, 1274 Signy
#> 1230                                             1275 Chéserex
#> 1231                                              1276 Gingins
#> 1232                                              1276 Gingins
#> 1233                                              1276 Gingins
#> 1234                                              1276 Gingins
#> 1235                                              1276 Gingins
#> 1236                                              1276 Gingins
#> 1237                                                1277 Borex
#> 1238                                                1277 Borex
#> 1239                      Route d'Arnex 2, 1277 Arnex-sur-Nyon
#> 1240                                                 1277 Nyon
#> 1241                                                1277 Borex
#> 1242                                             1278 La Rippe
#> 1243                Rue des quatre Fontaines 29, 1278 La Rippe
#> 1244                                             1278 La Rippe
#> 1245                                             1278 La Rippe
#> 1246                                             1278 La Rippe
#> 1247                                         1279 Bogis-Bossey
#> 1248                                         1279 Bogis-Bossey
#> 1249                                   1279 Chavannes-de-Bogis
#> 1250                                   1279 Chavannes-de-Bogis
#> 1251                                         1279 Bogis-Bossey
#> 1252                                            1283 La Plaine
#> 1253                                             1283 Dardagny
#> 1254                                             1283 Dardagny
#> 1255                                               1284 Chancy
#> 1256                                      1285 Athenaz (Avusy)
#> 1257                                                1286 Soral
#> 1258                                                1286 Soral
#> 1259                                             1287 Laconnex
#> 1260                                        1288 Aire-la-Ville
#> 1261                                        1288 Aire-la-Ville
#> 1262                                        1288 Aire-la-Ville
#> 1263                                   1290 Chavannes-des-Bois
#> 1264                                   1290 Chavannes-des-Bois
#> 1265                                   1290 Chavannes-des-Bois
#> 1266                                               1290 Geneve
#> 1267                                              1290 Versoix
#> 1268                            Grand-Montfleury, 1290 Versoix
#> 1269                                   1290 Chavannes-des-Bois
#> 1270                                              1290 Versoix
#> 1271                                   1290 Chavannes-des-Bois
#> 1272                                     Versoix, 1290 Versoix
#> 1273                                   1290 Chavannes-des-Bois
#> 1274                                              1290 Versoix
#> 1275                                   1290 Chavannes-des-Bois
#> 1276                                   1290 Chavannes-des-Bois
#> 1277                                             1291 Commugny
#> 1278                                             1292 Chambésy
#> 1279                                             1292 Chambésy
#> 1280                                             1292 Chambésy
#> 1281                                             1292 Chambésy
#> 1282                                             1293 Bellevue
#> 1283                                              1294 Genthod
#> 1284                                              1294 Genthod
#> 1285                Dans un quartier résidentiel, 1294 Genthod
#> 1286                                              1294 Genthod
#> 1287                                                 1295 Mies
#> 1288                            Chemin des Hutins 0, 1295 Mies
#> 1289                                               1295 Tannay
#> 1290                                                 1295 Mies
#> 1291                                               1295 Tannay
#> 1292                                               1295 Tannay
#> 1293                                                 1295 Mies
#> 1294                                               1295 Tannay
#> 1295                                                 1295 Mies
#> 1296                                                 1295 Mies
#> 1297                                                 1295 Mies
#> 1298                                               1295 Tannay
#> 1299                                               1295 Tannay
#> 1300                                               1295 Tannay
#> 1301                                               1295 Tannay
#> 1302                        Chemin de la Faverge 12, 1295 Mies
#> 1303                                               1295 Tannay
#> 1304                                               1296 Coppet
#> 1305                                               1297 Founex
#> 1306                                               1297 Founex
#> 1307                                               1297 Founex
#> 1308                                               1297 Founex
#> 1309                                               1297 Founex
#> 1310                                               1297 Founex
#> 1311                                               1297 Founex
#> 1312                                             1299 Crans VD
#> 1313                                   1299 Crans-près-Céligny
#> 1314               Crans-près-Céligny, 1299 Crans-près-Céligny
#> 1315               Crans-près-Céligny, 1299 Crans-près-Céligny
#> 1316                                             1299 Crans VD
#> 1317                                             1299 Crans VD
#> 1318                                             1299 Crans VD
#> 1319                                   1299 Crans-près-Céligny
#> 1320                                             1299 Crans VD
#> 1321                 Vufflens-la-Ville, 1302 Vufflens-la-Ville
#> 1322                                    1302 Vufflens-la-Ville
#> 1323                 Vufflens-la-Ville, 1302 Vufflens-la-Ville
#> 1324                                    1302 Vufflens-la-Ville
#> 1325                                    1302 Vufflens-la-Ville
#> 1326                                    1302 Vufflens-la-Ville
#> 1327                                              1303 Penthaz
#> 1328                                              1303 Penthaz
#> 1329                        Route de Lausanne 22, 1303 Penthaz
#> 1330                                       1304 Cossonay-Ville
#> 1331                                       Allens, 1304 Allens
#> 1332                                       1304 Cossonay-Ville
#> 1333                                       1304 Cossonay-Ville
#> 1334                                           1304 Senarclens
#> 1335                                           1304 Senarclens
#> 1336                               Senarclens, 1304 Senarclens
#> 1337                                       Allens, 1304 Allens
#> 1338                                       1304 Cossonay-Ville
#> 1339                                             1304 Cossonay
#> 1340                                       1304 Cossonay-Ville
#> 1341                                       1304 Cossonay-Ville
#> 1342                                           1304 Senarclens
#> 1343                                           1304 Senarclens
#> 1344                                       1304 Cossonay-Ville
#> 1345                                       1304 Cossonay-Ville
#> 1346                                             1306 Daillens
#> 1347                                             1306 Daillens
#> 1348                                             1306 Daillens
#> 1349                                             1306 Daillens
#> 1350                                             1306 Daillens
#> 1351                                             1306 Daillens
#> 1352                        Route de Bettens 25, 1306 Daillens
#> 1353                                             1306 Daillens
#> 1354                    Rue de la Dîme 5, 1307 Lussery-Villars
#> 1355                                             1312 Eclépens
#> 1356                                             1312 Eclépens
#> 1357                        Route de Lussery 18, 1312 Eclépens
#> 1358                                             1312 Eclépens
#> 1359                                             1312 Eclépens
#> 1360                                            1313 Ferreyres
#> 1361                                            1315 La Sarraz
#> 1362                                             1316 Chevilly
#> 1363                                             1316 Chevilly
#> 1364                                             1316 Chevilly
#> 1365                                             1316 Chevilly
#> 1366                                             1316 Chevilly
#> 1367                                             1316 Chevilly
#> 1368                                           Orny, 1317 Orny
#> 1369                                                 1317 Orny
#> 1370                                           Orny, 1317 Orny
#> 1371                                           Orny, 1317 Orny
#> 1372                                                 1317 Orny
#> 1373                                         A Orny, 1317 Orny
#> 1374                                                 1317 Orny
#> 1375                                         A Orny, 1317 Orny
#> 1376                                           Orny, 1317 Orny
#> 1377                                         A Orny, 1317 Orny
#> 1378                                         A Orny, 1317 Orny
#> 1379                                            1318 Pompaples
#> 1380                                            1318 Pompaples
#> 1381                                            1318 Pompaples
#> 1382                           Rue des Fontaines 21, 1322 Croy
#> 1383                                              1324 Premier
#> 1384                                              1325 Vaulion
#> 1385                                              1325 Vaulion
#> 1386                                             1337 Vallorbe
#> 1387                                             1337 Vallorbe
#> 1388                                             1337 Vallorbe
#> 1389                      Route de Bellevue 17B, 1337 Vallorbe
#> 1390                                             1337 Vallorbe
#> 1391                                             1337 Vallorbe
#> 1392                                             1337 Vallorbe
#> 1393                                             1337 Vallorbe
#> 1394                                             1337 Vallorbe
#> 1395                                             1337 Vallorbe
#> 1396                                             1337 Vallorbe
#> 1397                                             1337 Vallorbe
#> 1398                                             1337 Vallorbe
#> 1399                                     Le Day, 1337 Vallorbe
#> 1400                                             1337 Vallorbe
#> 1401                                     Le Day, 1337 Vallorbe
#> 1402                                           1338 Ballaigues
#> 1403                                           1338 Ballaigues
#> 1404                                           1342 Le Brassus
#> 1405                                              1342 Le Pont
#> 1406                                              1342 Le Pont
#> 1407                                    1343 Les Charbonnières
#> 1408                                    1343 Les Charbonnières
#> 1409                                             1344 L'Abbaye
#> 1410                                             1344 L'Abbaye
#> 1411                                            1346 Les Bioux
#> 1412                                            1346 Les Bioux
#> 1413                                           1347 Le Sentier
#> 1414                                           1347 Le Sentier
#> 1415                                           1347 Le Sentier
#> 1416                        Rue du Village 27, 1347 Le Solliat
#> 1417                                           1348 Le Brassus
#> 1418                                                 1350 Orbe
#> 1419                                                 1350 Orbe
#> 1420                                                 1350 Orbe
#> 1421                                                 1350 Orbe
#> 1422                                                 1350 Orbe
#> 1423                                                 1350 Orbe
#> 1424                                                 1350 Orbe
#> 1425                                                 1350 Orbe
#> 1426                                                 1350 Orbe
#> 1427                                                 1350 Orbe
#> 1428                                                 1350 Orbe
#> 1429                                                 1350 Orbe
#> 1430                                                 1350 Orbe
#> 1431                                                 1350 Orbe
#> 1432                               Fleur de Lys 34a, 1350 Orbe
#> 1433                                           Orbe, 1350 Orbe
#> 1434                                                 1350 Orbe
#> 1435                                                 1350 Orbe
#> 1436                                                 1350 Orbe
#> 1437                                                 1350 Orbe
#> 1438                               Chemin des Ars 8, 1350 Orbe
#> 1439                                                 1350 Orbe
#> 1440                                                 1350 Orbe
#> 1441                                           Orbe, 1350 Orbe
#> 1442                                                 1350 Orbe
#> 1443                                          1354 Montcherand
#> 1444                                         1355 L'Abergement
#> 1445                                               1355 Sergey
#> 1446                                         1355 L'Abergement
#> 1447                               Lignerolle, 1357 Lignerolle
#> 1448                               Lignerolle, 1357 Lignerolle
#> 1449           Rue de la Marmalaz 1, 1358 Valeyres-sous-Rances
#> 1450           Rue de la Marmalaz 1, 1358 Valeyres-sous-Rances
#> 1451                                               1372 Bavois
#> 1452                                               1372 Bavois
#> 1453                             Rue de la Côte 6, 1372 Bavois
#> 1454                                               1372 Bavois
#> 1455                                               1372 Bavois
#> 1456                                               1372 Bavois
#> 1457                                               1372 Bavois
#> 1458                                               1372 Bavois
#> 1459                                               1372 Bavois
#> 1460                                            1373 Chavornay
#> 1461                                 Chavornay, 1373 Chavornay
#> 1462                                            1373 Chavornay
#> 1463                                            1373 Chavornay
#> 1464                                            1373 Chavornay
#> 1465                                            1373 Chavornay
#> 1466                                            1373 Chavornay
#> 1467                                            1373 Chavornay
#> 1468                                            1373 Chavornay
#> 1469                                            1373 Chavornay
#> 1470                                            1373 Chavornay
#> 1471                               A Chavornay, 1373 Chavornay
#> 1472                              1374 Corcelles-sur-Chavornay
#> 1473                              1374 Corcelles-sur-Chavornay
#> 1474                              1374 Corcelles-sur-Chavornay
#> 1475                              1374 Corcelles-sur-Chavornay
#> 1476                                           1375 Penthéréaz
#> 1477                                           1375 Penthéréaz
#> 1478                                            1376 Eclagnens
#> 1479                                            1376 Eclagnens
#> 1480                 Rue du Dîme 6, 1377 Oulens-sous-Echallens
#> 1481              Rte de Bettens 8, 1377 Oulens-sous-Echallens
#> 1482                                1377 Oulens-sous-Echallens
#> 1483                                1377 Oulens-sous-Echallens
#> 1484              Rte de Bettens 8, 1377 Oulens-sous-Echallens
#> 1485                 Yverdon-les-Bains, 1400 Yverdon-les-Bains
#> 1486                 Yverdon-les-Bains, 1400 Yverdon-les-Bains
#> 1487                                    1400 Yverdon-les-Bains
#> 1488                                    1400 Yverdon-les-Bains
#> 1489                                    1400 Yverdon-les-Bains
#> 1490                                    1400 Yverdon-les-Bains
#> 1491                                    1400 Yverdon-les-Bains
#> 1492                                    1400 Yverdon-les-Bains
#> 1493                                    1400 Yverdon-les-Bains
#> 1494                     Rue d'orbe 75, 1400 Yverdon-les-Bains
#> 1495                 Yverdon-les-Bains, 1400 Yverdon-les-Bains
#> 1496                                    1400 Yverdon-les-Bains
#> 1497                                    1400 Yverdon-les-Bains
#> 1498                                    1400 Yverdon-les-Bains
#> 1499                                    1400 Yverdon-les-Bains
#> 1500                 Yverdon-les-Bains, 1400 Yverdon-les-Bains
#> 1501                                    1400 Yverdon-les-Bains
#> 1502                 Yverdon-les-Bains, 1400 Yverdon-les-Bains
#> 1503                                    1400 Yverdon-les-Bains
#> 1504                                    1400 Yverdon-les-Bains
#> 1505                                    1400 Yverdon-les-Bains
#> 1506                                    1400 Yverdon-les-Bains
#> 1507                                    1400 Yverdon-les-Bains
#> 1508                                    1400 Yverdon-les-Bains
#> 1509                                    1400 Yverdon-les-Bains
#> 1510                                    1400 Yverdon-les-Bains
#> 1511                                    1400 Yverdon-les-Bains
#> 1512                                      1400 Cheseaux-Noréaz
#> 1513                                    1400 Yverdon-les-Bains
#> 1514                                    1400 Yverdon-les-Bains
#> 1515                     Rue d'orbe 75, 1400 Yverdon-les-Bains
#> 1516                                    1400 Yverdon-les-Bains
#> 1517                                    1400 Yverdon les Bains
#> 1518                                    1400 Yverdon-les-Bains
#> 1519                 Yverdon-les-Bains, 1400 Yverdon-les-Bains
#> 1520                                    1400 Yverdon-les-Bains
#> 1521                                    1400 Yverdon-les-Bains
#> 1522                                    1400 Yverdon-les-Bains
#> 1523                                    1400 Yverdon-les-Bains
#> 1524                                    1400 Yverdon-les-Bains
#> 1525                                                 1405 Pomy
#> 1526                                                 1405 Pomy
#> 1527                                                 1405 Pomy
#> 1528                               Ch de la Forge 7, 1405 Pomy
#> 1529                                               1406 Cronay
#> 1530                                       1407 Bioley-Magnoux
#> 1531                                       1407 Bioley-Magnoux
#> 1532                                       1407 Bioley-Magnoux
#> 1533                Chemin du Réservoir 6, 1407 Bioley-Magnoux
#> 1534                                       1407 Bioley-Magnoux
#> 1535                                       1407 Bioley-Magnoux
#> 1536                                            1410 Thierrens
#> 1537                        Rue de la Forge 6, 1410 St-Cierges
#> 1538                       Ruelle de l'Eglise 6, 1410 Correvon
#> 1539                                   Correvon, 1410 Correvon
#> 1540                       Chemin du Marchat 4, 1410 Thierrens
#> 1541                        Rue de la Forge 6, 1410 St-Cierges
#> 1542                                               1413 Orzens
#> 1543                                              1415 Démoret
#> 1544                                              1415 Démoret
#> 1545                                              1415 Démoret
#> 1546                                              1415 Démoret
#> 1547                                              1415 Démoret
#> 1548                               1417 Essertines-sur-Yverdon
#> 1549                                          1417 Epautheyres
#> 1550                               1417 Essertines-sur-Yverdon
#> 1551                                          1417 Epautheyres
#> 1552                                          1417 Epautheyres
#> 1553                                          1417 Epautheyres
#> 1554                                          1417 Epautheyres
#> 1555                                          1417 Epautheyres
#> 1556                                             1418 Vuarrens
#> 1557                                             1418 Vuarrens
#> 1558                                   Grandson, 1422 Grandson
#> 1559                                             1422 Grandson
#> 1560                                             1422 Grandson
#> 1561                                   Grandson, 1422 Grandson
#> 1562                                             1422 Grandson
#> 1563                                             1422 Grandson
#> 1564                                             1422 Grandson
#> 1565                                             1422 Grandson
#> 1566                                   Grandson, 1422 Grandson
#> 1567                                             1422 Grandson
#> 1568                                             1422 Grandson
#> 1569                                   Grandson, 1422 Grandson
#> 1570                                             1422 Grandson
#> 1571                                      1423 Villars-Burquin
#> 1572                                      1423 Villars-Burquin
#> 1573                     Villars-Burquin, 1423 Villars-Burquin
#> 1574                                      1423 Villars-Burquin
#> 1575                                      1423 Villars Burquin
#> 1576               Chemin de Bellevue 15, 1423 Villars-Burquin
#> 1577                                      1423 Villars-Burquin
#> 1578               Route de Mauborget 12, 1423 Villars-Burquin
#> 1579                                          1423 Fontanezier
#> 1580               Chemin de Bellevue 17, 1423 Villars-Burquin
#> 1581                                      1423 Villars-Burquin
#> 1582                                            1424 Champagne
#> 1583                                 Champagne, 1424 Champagne
#> 1584                       Rue des Paquières 7, 1424 Champagne
#> 1585                                            1425 Onnens VD
#> 1586                                 Onnens VD, 1425 Onnens VD
#> 1587                                               1425 Onnens
#> 1588                               1426 Corcelles-près-Concise
#> 1589                                              1426 Concise
#> 1590                                              1426 Concise
#> 1591                                              1426 Concise
#> 1592                                           1427 Bonvillars
#> 1593                          Route de Provence 8, 1428 Mutrux
#> 1594                                   Provence, 1428 Provence
#> 1595                                                1430 Orges
#> 1596                                  1432 Belmont-sur-Yverdon
#> 1597                                  1432 Belmont-sur-Yverdon
#> 1598             Belmont-sur-Yverdon, 1432 Belmont-sur-Yverdon
#> 1599             Belmont-sur-Yverdon, 1432 Belmont-sur-Yverdon
#> 1600                                             1436 Chamblon
#> 1601                                             1436 Chamblon
#> 1602                                         1436 Treycovagnes
#> 1603                                             1436 Chamblon
#> 1604                                         1436 Treycovagnes
#> 1605                                             1436 Chamblon
#> 1606                                             1437 Suscévaz
#> 1607                                               1439 Rances
#> 1608                                               1439 Rances
#> 1609         Montagny-près-Yverdon, 1442 Montagny-près-Yverdon
#> 1610         Montagny-près-Yverdon, 1442 Montagny-près-Yverdon
#> 1611                                1442 Montagny près Yverdon
#> 1612                                1442 Montagny-près-Yverdon
#> 1613                                1442 Montagny-près-Yverdon
#> 1614         Montagny-près-Yverdon, 1442 Montagny-près-Yverdon
#> 1615                                           1445 Vuiteboeuf
#> 1616                     quartier du motty 30, 1445 Vuiteboeuf
#> 1617                                           1445 Vuiteboeuf
#> 1618               Chemin du Crêt-Martin 31, 1450 Sainte-Croix
#> 1619                                            1450 Ste-Croix
#> 1620                                            1450 Ste-Croix
#> 1621                                            1450 Ste-Croix
#> 1622                                            1450 Ste-Croix
#> 1623                     Chemin des Bosquets 3, 1450 Ste-Croix
#> 1624                                         1450 Sainte-Croix
#> 1625                                         1450 Sainte-Croix
#> 1626                Quartier du Crêt-Martin 33, 1450 Ste-Croix
#> 1627                                            1450 Ste-Croix
#> 1628                                               1453 Bullet
#> 1629                                               1453 Bullet
#> 1630                                           1454 L'Auberson
#> 1631                                           1454 L'Auberson
#> 1632                                              1462 Yvonand
#> 1633                                              1462 Yvonand
#> 1634                                              1462 Yvonand
#> 1635                                              1462 Yvonand
#> 1636               Chavannes-le-Chêne, 1464 Chavannes-le-Chêne
#> 1637              Route d' Yvonand 35, 1464 Chavannes-le-Chêne
#> 1638               Route d'Yvonand 29, 1464 Chavannes-le-Chêne
#> 1639                                              1468 Cheyres
#> 1640                          Pré de la Vigne 12, 1468 Cheyres
#> 1641                                              1468 Cheyres
#> 1642                                              1468 Cheyres
#> 1643                                              1468 Cheyres
#> 1644                                              1468 Cheyres
#> 1645                                              1468 Cheyres
#> 1646                                              1468 Cheyres
#> 1647                 Rte d'Yverdon-les-Bains 396, 1468 Cheyres
#> 1648                                     1470 Estavayer-le-Lac
#> 1649                                                1470 Seiry
#> 1650                                     1470 Estavayer-le-Lac
#> 1651                                     1470 Estavayer-le-Lac
#> 1652                Impasse Vulliama 30, 1470 Estavayer-le-Lac
#> 1653                                     1470 Estavayer-le-Lac
#> 1654                                                1470 Seiry
#> 1655            Chemin des Pertstets 12, 1470 Estavayer-le-Lac
#> 1656                Impasse Vulliama 30, 1470 Estavayer-le-Lac
#> 1657                Impasse Vulliama 30, 1470 Estavayer-le-Lac
#> 1658                Chemin de la Bata 1, 1470 Estavayer-le-Lac
#> 1659                                     1470 Estavayer-le-Lac
#> 1660                                     1470 Estavayer-le-Lac
#> 1661                                     1470 Estavayer-le-Lac
#> 1662                                              1470 Bollion
#> 1663                                     1470 Estavayer-le-Lac
#> 1664         Les Portes du Lac - Champ de Lune, 1470 Estavayer
#> 1665         Les Portes du Lac - Champ de Lune, 1470 Estavayer
#> 1666                                champ moennoz 7, 1473 Font
#> 1667                          Sous-la-Ville 58, 1473 Estavayer
#> 1668                      Ch. de la Scie 15, 1473 Châtillon FR
#> 1669                  Route de Châtillon 18, 1473 Châtillon FR
#> 1670                          Sous-la-Ville 58, 1473 Estavayer
#> 1671                               Bellevue 1, 1474 Châbles FR
#> 1672                                           1474 Châbles FR
#> 1673                                              1474 Châbles
#> 1674                                              1474 Châbles
#> 1675                                           1474 Châbles FR
#> 1676                                           1474 Châbles FR
#> 1677                                          1475 Montbrelloz
#> 1678                                          1475 Montbrelloz
#> 1679                                          1475 Montbrelloz
#> 1680                                          1475 Montbrelloz
#> 1681                                          1475 Montbrelloz
#> 1682                                          1475 Montbrelloz
#> 1683                       Rue des Fontaines 19, 1475 Autavaux
#> 1684                                          1475 Montbrelloz
#> 1685                       Rue des Fontaines 19, 1475 Autavaux
#> 1686                       Rue des Fontaines 19, 1475 Autavaux
#> 1687                                          1475 Montbrelloz
#> 1688                       Rue des Fontaines 19, 1475 Autavaux
#> 1689                                          1475 Montbrelloz
#> 1690                                     Cugy FR, 1482 Cugy FR
#> 1691                            Pré du Château 8, 1482 Cugy FR
#> 1692                                              1482 Cugy FR
#> 1693                                              1482 Cugy FR
#> 1694                           Rte du Sécheron 6, 1482 Cugy FR
#> 1695                                              1482 Cugy FR
#> 1696                                              1482 Cugy FR
#> 1697                                              1482 Cugy FR
#> 1698                            Pré du Château 8, 1482 Cugy FR
#> 1699                                              1482 Cugy FR
#> 1700                                               1484 Aumont
#> 1701                                              1485 Nuvilly
#> 1702                                             1486 Vuissens
#> 1703                                               1489 Murist
#> 1704                                               1489 Murist
#> 1705                Impasse de Vulliama, 1489 Estavayer-le-Lac
#> 1706                                            1509 Vucherens
#> 1707                                            1509 Vucherens
#> 1708                                            1509 Vucherens
#> 1709                                            1509 Vucherens
#> 1710                                            1509 Vucherens
#> 1711                                            1509 Vucherens
#> 1712                                               1510 Moudon
#> 1713                                               1510 Moudon
#> 1714                                               1510 Moudon
#> 1715                                               1510 Moudon
#> 1716                                               1510 Moudon
#> 1717                                               1510 Moudon
#> 1718                                               1510 Moudon
#> 1719                                               1510 Moudon
#> 1720                     chemin du châlet blanc 3, 1510 Moudon
#> 1721                                               1510 Moudon
#> 1722                                               1510 Moudon
#> 1723                                               1510 Moudon
#> 1724                                               1510 Moudon
#> 1725                                               1510 Moudon
#> 1726                                               1510 Moudon
#> 1727                         Chemin de Valacrêt 5, 1510 Moudon
#> 1728                                               1510 Moudon
#> 1729                             Avenue du Fey 42, 1510 Moudon
#> 1730                                               1510 Moudon
#> 1731                                               1510 Moudon
#> 1732                                               1510 Moudon
#> 1733                                               1510 Moudon
#> 1734                                               1510 Moudon
#> 1735                                               1510 Moudon
#> 1736                                               1510 Moudon
#> 1737                                               1510 Moudon
#> 1738                                               1510 Moudon
#> 1739                                               1510 Moudon
#> 1740                                               1510 Moudon
#> 1741                                               1510 Moudon
#> 1742                                               1510 Moudon
#> 1743                                               1510 Moudon
#> 1744                                               1510 Moudon
#> 1745                                               1510 Moudon
#> 1746                                               1510 Moudon
#> 1747                                               1510 Moudon
#> 1748                                               1510 Moudon
#> 1749                                               1510 Moudon
#> 1750                                               1510 Moudon
#> 1751                                               1510 Moudon
#> 1752                                               1510 Moudon
#> 1753                     chemin du châlet blanc 3, 1510 Moudon
#> 1754                                               1510 Moudon
#> 1755                                               1510 Moudon
#> 1756                                               1510 Moudon
#> 1757                                               1510 Moudon
#> 1758                                               1510 Moudon
#> 1759                                               1510 Moudon
#> 1760                                           1513 Hermenches
#> 1761                                     1514 Bussy-sur-Moudon
#> 1762                                     1514 Bussy-sur-Moudon
#> 1763                                     1514 Bussy-sur-Moudon
#> 1764                   Bussy-sur-Moudon, 1514 Bussy-sur-Moudon
#> 1765                                     1514 Bussy-sur-Moudon
#> 1766                   Bussy-sur-Moudon, 1514 Bussy-sur-Moudon
#> 1767                   Bussy-sur-Moudon, 1514 Bussy-sur-Moudon
#> 1768                                     1514 Bussy-sur-Moudon
#> 1769                                     1514 Bussy-sur-Moudon
#> 1770                   Bussy-sur-Moudon, 1514 Bussy-sur-Moudon
#> 1771                      avenue de la Vignette 5, 1522 Lucens
#> 1772                                               1522 Lucens
#> 1773                                               1522 Lucens
#> 1774                             Route de Ponty 9, 1522 Lucens
#> 1775                                               1522 Lucens
#> 1776                                               1522 Lucens
#> 1777                                               1522 Lucens
#> 1778                                               1522 Lucens
#> 1779                                               1522 Lucens
#> 1780                                               1522 Lucens
#> 1781                                               1522 Lucens
#> 1782                      avenue de la Vignette 5, 1522 Lucens
#> 1783                                               1522 Lucens
#> 1784                                               1522 Lucens
#> 1785                                               1522 Lucens
#> 1786                                               1522 Lucens
#> 1787                                               1522 Lucens
#> 1788                             Route de Ponty 9, 1522 Lucens
#> 1789                                               1522 Lucens
#> 1790                                               1522 Lucens
#> 1791                                               1522 Lucens
#> 1792                                               1522 Lucens
#> 1793                                               1522 Lucens
#> 1794                                               1522 Lucens
#> 1795                                               1522 Lucens
#> 1796                                               1522 Lucens
#> 1797                                               1522 Lucens
#> 1798          Sentier de l'Arenaz 2, 1523 Granges-près-Marnand
#> 1799                                 1523 Granges-près-Marnand
#> 1800                                 1523 Granges-près-Marnand
#> 1801                                 1523 Granges-près-Marnand
#> 1802                                              1524 Marnand
#> 1803                                              1525 Henniez
#> 1804                                              1525 Henniez
#> 1805                                        1527 Villeneuve FR
#> 1806                                        1527 Villeneuve FR
#> 1807                                 Surpierre, 1528 Surpierre
#> 1808                                               1529 Cheiry
#> 1809                                              1530 Payerne
#> 1810                               Les Charmes 3, 1530 Payerne
#> 1811                                              1530 Payerne
#> 1812                                              1530 Payerne
#> 1813                                              1530 Payerne
#> 1814                        Rue de la Boverie 21, 1530 Payerne
#> 1815                                     Payerne, 1530 Payerne
#> 1816                              Rue à Thomas 7, 1530 Payerne
#> 1817                              Rue du Vuary 6, 1530 Payerne
#> 1818                                              1530 Payerne
#> 1819                                              1530 Payerne
#> 1820                                              1530 Payerne
#> 1821                                              1530 Payerne
#> 1822                                              1530 Payerne
#> 1823                                     Payerne, 1530 Payerne
#> 1824                                      centre, 1530 Payerne
#> 1825                                Grand-Rue 24, 1530 Payerne
#> 1826                                              1530 Payerne
#> 1827                                              1530 Payerne
#> 1828                                              1530 Payerne
#> 1829                                              1530 Payerne
#> 1830                                              1530 Payerne
#> 1831                                              1530 Payerne
#> 1832                                Grand-Rue 24, 1530 Payerne
#> 1833                                              1530 Payerne
#> 1834                               Les Charmes 3, 1530 Payerne
#> 1835                                              1530 Payerne
#> 1836                                              1530 Payerne
#> 1837                                              1530 Payerne
#> 1838                                              1530 Payerne
#> 1839                     Chemin des Burgondes 29, 1532 Fétigny
#> 1840                Chemin de la Reine Berthe 17, 1532 Fétigny
#> 1841                              Rue du Brit 25, 1532 Fétigny
#> 1842                            Route de Brit 25, 1532 Fétigny
#> 1843                                              1532 Fétigny
#> 1844                                         Sévaz, 1541 Sévaz
#> 1845                         Chemin de la Cure 32, 1541 Morens
#> 1846                                     1542 Rueyres-les-Prés
#> 1847          Chemin des Tourterelles 3, 1542 Rueyres-les-Prés
#> 1848               Route de Chavannes 8, 1542 Rueyres-les-Prés
#> 1849                          Route de la Ria, 1544 Gletterens
#> 1850                       Route de la Ria 25, 1544 Gletterens
#> 1851                               Gletterens, 1544 Gletterens
#> 1852                          Route de la Ria, 1544 Gletterens
#> 1853                          Route de la Ria, 1544 Gletterens
#> 1854                                           1544 Gletterens
#> 1855                          Route de la Ria, 1544 Gletterens
#> 1856                          Route de la Ria, 1544 Gletterens
#> 1857                                           1544 Gletterens
#> 1858                  Route de la Muraille 14, 1544 Gletterens
#> 1859                          Route de la Ria, 1544 Gletterens
#> 1860                                           1544 Gletterens
#> 1861                                           Trey, 1552 Trey
#> 1862                          Impasse du Fostet 250, 1552 Trey
#> 1863                                           Trey, 1552 Trey
#> 1864                                                 1552 Trey
#> 1865                                            1554 Sédeilles
#> 1866                                            1554 Sédeilles
#> 1867                                            1555 Villarzel
#> 1868                                            1555 Villarzel
#> 1869                               1562 Corcelles-près-Payerne
#> 1870                               1562 Corcelles près Payerne
#> 1871                               1562 Corcelles-près-Payerne
#> 1872          Chemin du Sansui 22, 1562 Corcelles-près-Payerne
#> 1873                               1562 Corcelles-près-Payerne
#> 1874                               1562 Corcelles-près-Payerne
#> 1875        Route du grand chemin, 1562 Corcelles-près-Payerne
#> 1876          Chemin des Répies 9, 1562 Corcelles-près-Payerne
#> 1877                               1562 Corcelles près Payerne
#> 1878          Chemin des Répies 9, 1562 Corcelles-près-Payerne
#> 1879                               1562 Corcelles près Payerne
#> 1880             Route du Chêne 7, 1562 Corcelles-près-Payerne
#> 1881                               1562 Corcelles-près-Payerne
#> 1882                               1562 Corcelles-près-Payerne
#> 1883              Ch. du Sansui 6, 1562 Corcelles-près-Payerne
#> 1884        Route du grand chemin, 1562 Corcelles-près-Payerne
#> 1885                               1562 Corcelles-près-Payerne
#> 1886                               1562 Corcelles-près-Payerne
#> 1887                               1562 Corcelles-près-Payerne
#> 1888       Corcelles-près-Payerne, 1562 Corcelles-près-Payerne
#> 1889                                         1563 Dompierre FR
#> 1890                        Bord-Dessous 20, 1563 Dompierre FR
#> 1891                        Bord-Dessous 20, 1563 Dompierre FR
#> 1892                                La Cua, 1563 Belmont-Broye
#> 1893                                La Cua, 1563 Belmont-Broye
#> 1894                                 La Cua, 1563 Dompierre FR
#> 1895                                            1564 Domdidier
#> 1896                                            1564 Domdidier
#> 1897                            Route de Chany, 1564 Domdidier
#> 1898                        Rte de St-Aubin 64, 1564 Domdidier
#> 1899                        Rte de St-Aubin 64, 1564 Domdidier
#> 1900                                            1564 Domdidier
#> 1901                           Route d'Eissy 9, 1564 Domdidier
#> 1902                            Route de Chany, 1564 Domdidier
#> 1903                            Route de Chany, 1564 Domdidier
#> 1904                        Rte de St-Aubin 64, 1564 Domdidier
#> 1905                            Route de Chany, 1564 Domdidier
#> 1906                                            1564 Domdidier
#> 1907                                            1564 Domdidier
#> 1908                                            1564 Domdidier
#> 1909                        Rte de St-Aubin 64, 1564 Domdidier
#> 1910                                            1564 Domdidier
#> 1911                                            1564 Domdidier
#> 1912                                            1564 Domdidier
#> 1913                                            1564 Domdidier
#> 1914                                            1564 Domdidier
#> 1915                                            1564 Domdidier
#> 1916                            Route de Chany, 1564 Domdidier
#> 1917                                Noyer-Amey, 1564 Domdidier
#> 1918                                            1564 Domdidier
#> 1919                            Route de Chany, 1564 Domdidier
#> 1920                                            1564 Domdidier
#> 1921                           Route d'Eissy 9, 1564 Domdidier
#> 1922                            Route de Chany, 1564 Domdidier
#> 1923                      Chemin des Cerisiers, 1564 Domdidier
#> 1924                                            1564 Domdidier
#> 1925                      Rte des Grandseys 31, 1564 Domdidier
#> 1926                                 Domdidier, 1564 Domdidier
#> 1927                                            1564 Domdidier
#> 1928                            Route de Chany, 1564 Domdidier
#> 1929                            Route de Chany, 1564 Domdidier
#> 1930                            Route de Chany, 1564 Domdidier
#> 1931                                               1565 Vallon
#> 1932                            Rte de St-Aubin 24, 1565 Missy
#> 1933                                               1565 Vallon
#> 1934                                               1565 Vallon
#> 1935                          Route de Galicet 17, 1565 Vallon
#> 1936                                               1565 Vallon
#> 1937                          Route de Galicet 17, 1565 Vallon
#> 1938                             St-Aubin FR, 1566 St-Aubin FR
#> 1939                                          1566 St-Aubin FR
#> 1940                                          1566 St-Aubin FR
#> 1941                   Route de Domdidier 27, 1566 St-Aubin FR
#> 1942                                          1566 St Aubin FR
#> 1943                   Route de Domdidier 27, 1566 St-Aubin FR
#> 1944                                          1566 St-Aubin FR
#> 1945                                          1566 St-Aubin FR
#> 1946                    Route de Domdidier 9, 1566 Saint-Aubin
#> 1947                       Rte du Château 19, 1566 St-Aubin FR
#> 1948                   Route de Domdidier 27, 1566 St-Aubin FR
#> 1949                                          1566 St-Aubin FR
#> 1950                              Léchère 17, 1566 St-Aubin FR
#> 1951                             St-Aubin FR, 1566 St-Aubin FR
#> 1952                 Chemin des Pruneautiers, 1566 St-Aubin FR
#> 1953                             St-Aubin FR, 1566 St-Aubin FR
#> 1954                                          1566 St-Aubin FR
#> 1955                   Route de Domdidier 27, 1566 St-Aubin FR
#> 1956                   Route de Domdidier 27, 1566 St-Aubin FR
#> 1957                       Rte du Château 19, 1566 St-Aubin FR
#> 1958                             St-Aubin FR, 1566 St-Aubin FR
#> 1959                                          1566 St Aubin FR
#> 1960                   Route de Domdidier 27, 1566 St-Aubin FR
#> 1961                                          1566 St-Aubin FR
#> 1962                                          1566 St-Aubin FR
#> 1963                                          1566 St-Aubin FR
#> 1964                    Route de Domdidier 9, 1566 Saint-Aubin
#> 1965                       Rte du Château 19, 1566 St-Aubin FR
#> 1966                                             1566 St-Aubin
#> 1967                     Chemin des Grèves 118, 1568 Portalban
#> 1968                     Chemin des Grèves 102, 1568 Portalban
#> 1969                                             1580 Avenches
#> 1970                                             1580 Avenches
#> 1971                                             1580 Avenches
#> 1972                                             1580 Avenches
#> 1973                                             1580 Avenches
#> 1974                                             1580 Avenches
#> 1975                                             1580 Avenches
#> 1976                                             1580 Avenches
#> 1977                                             1580 Avenches
#> 1978                        Rue de Bibracte 16b, 1580 Avenches
#> 1979                        Rue de Bibracte 16b, 1580 Avenches
#> 1980                                             1580 Avenches
#> 1981                                             1580 Avenches
#> 1982                          Rue Bibracte 16 B, 1580 Avenches
#> 1983                                             1580 Avenches
#> 1984                          Route de Berne 9B, 1580 Avenches
#> 1985                           La Solitude 15, 1583 Villarepos
#> 1986                   Villars-le-Grand, 1584 Villars-le-Grand
#> 1987                   Villars-le-Grand, 1584 Villars-le-Grand
#> 1988                                     1584 Villars le Grand
#> 1989                                     1584 Villars le Grand
#> 1990                                     1584 Villars le Grand
#> 1991                                     1584 Villars le Grand
#> 1992                                     1584 Villars le Grand
#> 1993                                     1584 Villars le Grand
#> 1994                         Rue des Savoies 16, 1585 Salavaux
#> 1995                      Impasse des Rintzes 12, 1585 Cotterd
#> 1996                      Impasse des Rintzes 12, 1585 Cotterd
#> 1997                                             1585 Salavaux
#> 1998                                            1586 Vallamand
#> 1999                                            1586 Vallamand
#> 2000                     Ruelle des Marnes 4, 1587 Constantine
#> 2001                              Au Village, 1587 Constantine
#> 2002                                            1587 Montmagny
#> 2003                                             1588 Cudrefin
#> 2004                                             1588 Cudrefin
#> 2005                                             1588 Cudrefin
#> 2006                                   Cudrefin, 1588 Cudrefin
#> 2007                                             1588 Cudrefin
#> 2008                                             1588 Cudrefin
#> 2009                                             1588 Cudrefin
#> 2010                    Ch. de la Côte du Bas 2, 1588 Cudrefin
#> 2011                                   Cudrefin, 1588 Cudrefin
#> 2012                                              1589 Chabrey
#> 2013                                              1589 Chabrey
#> 2014                                              1589 Chabrey
#> 2015                                              1589 Chabrey
#> 2016                                                1595 Faoug
#> 2017                                            1607 Palézieux
#> 2018                                            1607 Palézieux
#> 2019                  Route de Gruyère 13, 1608 Oron-le-Châtel
#> 2020                                       1608 Oron-le-Châtel
#> 2021                  Route de Gruyère 13, 1608 Oron-le-Châtel
#> 2022                                                 1608 Oron
#> 2023                                            1609 Fiaugères
#> 2024                                         1609 St-Martin FR
#> 2025                      Route du Flon 20, 1610 Oron-la-Ville
#> 2026                                        1610 Oron-la-Ville
#> 2027                      Route du flon 20, 1610 Oron-la-Ville
#> 2028                                        1610 Oron-la-Ville
#> 2029                                        1610 Oron-la-Ville
#> 2030                      Route du Flon 20, 1610 Oron-la-Ville
#> 2031                         Oron-la-Ville, 1610 Oron-la-Ville
#> 2032                                           1610 Châtillens
#> 2033                                        1610 Oron-la-Ville
#> 2034                      Route du Flon 20, 1610 Oron-la-Ville
#> 2035                      Route du Flon 20, 1610 Oron-la-Ville
#> 2036                                        1610 Oron-la-Ville
#> 2037                                             1612 Ecoteaux
#> 2038                                             1612 Ecoteaux
#> 2039                          Route de Maracon 9, 1613 Maracon
#> 2040                          Route de Maracon 9, 1613 Maracon
#> 2041                                    1614 Granges (Veveyse)
#> 2042                                              1614 Granges
#> 2043                                              1614 Granges
#> 2044                                           1615 Bossonnens
#> 2045                                           1615 Bossonnens
#> 2046                                           1615 Bossonnens
#> 2047                                           1615 Bossonnens
#> 2048                                           1615 Bossonnens
#> 2049                                           1615 Bossonnens
#> 2050                                           1615 Bossonnens
#> 2051                                           1615 Bossonnens
#> 2052                                             1616 Attalens
#> 2053                                             1616 Attalens
#> 2054                                             1616 Attalens
#> 2055                                             1616 Attalens
#> 2056             Quellenstrasse 6a, 9016 St. Gallen 16 Neudorf
#> 2057                                             1616 Attalens
#> 2058                                             1616 Attalens
#> 2059                                             1616 Attalens
#> 2060                                Grand-rue 8, 1616 Attalens
#> 2061                                Grand-rue 8, 1616 Attalens
#> 2062                                             1616 Attalens
#> 2063                                            1617 Remaufens
#> 2064                            Route du Crage, 1617 Remaufens
#> 2065                                            1617 Remaufens
#> 2066                Route de Fruence 110, 1618 Châtel-St-Denis
#> 2067                                   1618 Châtel-Saint-Denis
#> 2068                                      1618 Châtel-St-Denis
#> 2069                                      1618 Châtel-St-Denis
#> 2070                                      1618 Châtel-St-Denis
#> 2071                     Châtel-st-Denis, 1618 Châtel-St-Denis
#> 2072                Chemin du Clou 11, 1618 Châtel-Saint-Denis
#> 2073                  Châtel-Saint-Denis, 1618 Châtel-St-Denis
#> 2074                                      1618 Châtel-St-Denis
#> 2075                Route de Fruence 110, 1618 Châtel-St-Denis
#> 2076                                      1618 Châtel-St-Denis
#> 2077                                      1618 Châtel-St-Denis
#> 2078           Route de la Frasse 426, 1618 Châtel-Saint-Denis
#> 2079               Rte de la Pontille 78, 1618 Châtel-St-Denis
#> 2080                                      1618 Châtel-St-Denis
#> 2081                                      1618 Châtel-St-Denis
#> 2082                                      1618 Châtel-St-Denis
#> 2083                                      1618 Châtel-St-Denis
#> 2084                                      1618 Châtel-St-Denis
#> 2085                                      1618 Châtel-St-Denis
#> 2086                                          1619 Les Paccots
#> 2087                                          1619 Les Paccots
#> 2088                  Route de la Cierne 146, 1619 Les Paccots
#> 2089                                          1619 Les Paccots
#> 2090                                          1619 Les Paccots
#> 2091                                          1619 Les Paccots
#> 2092                                          1619 Les Paccots
#> 2093                                          1619 Les Paccots
#> 2094                                          1619 Les Paccots
#> 2095                                          1619 Les Paccots
#> 2096                                          1619 Les Paccots
#> 2097                                          1619 Les Paccots
#> 2098                                          1619 Les Paccots
#> 2099                             Les Paccots, 1619 Les Paccots
#> 2100                             Les Paccots, 1619 Les Paccots
#> 2101                                          1619 Les Paccots
#> 2102                                          1619 Les Paccots
#> 2103                                          1619 Les Paccots
#> 2104                             Les Paccots, 1619 Les Paccots
#> 2105                                          1619 Les Paccots
#> 2106                                             1623 Semsales
#> 2107                                             1623 Semsales
#> 2108                                             1623 Semsales
#> 2109                            Rte du Niremont, 1623 Semsales
#> 2110                                  Bonne eau, 1623 Semsales
#> 2111                                          1624 La Verrerie
#> 2112                                          1624 Grattavache
#> 2113                                          1624 Grattavache
#> 2114                         Les Aubépins 31, 1624 Grattavache
#> 2115                                          1624 Grattavache
#> 2116                         Impasse de l'Adrey 15, 1625 Sâles
#> 2117                            Rue des Molettes, 1627 Vaulruz
#> 2118                            Rue des Molettes, 1627 Vaulruz
#> 2119                            Rue des Molettes, 1627 Vaulruz
#> 2120                            Rue des Molettes, 1627 Vaulruz
#> 2121                                              1627 Vaulruz
#> 2122                                              1628 Vuadens
#> 2123                                              1628 Vuadens
#> 2124                                     Vuadens, 1628 Vuadens
#> 2125                                Le Dally 177, 1628 Vuadens
#> 2126                                                1630 Bulle
#> 2127                                                1630 Bulle
#> 2128                                                1630 Bulle
#> 2129                      Route de la Part-Dieu 18, 1630 Bulle
#> 2130                                                1630 Bulle
#> 2131                          Route de la Pâla 123, 1630 Bulle
#> 2132                                                1630 Bulle
#> 2133                      Route de la Part-Dieu 18, 1630 Bulle
#> 2134                                                1630 Bulle
#> 2135                                                1630 Bulle
#> 2136                                                1630 Bulle
#> 2137                                                1630 Bulle
#> 2138                                                1630 Bulle
#> 2139                           Rue de Corbières 25, 1630 Bulle
#> 2140                                                1630 Bulle
#> 2141                                                1630 Bulle
#> 2142                                                1630 Bulle
#> 2143                            Rue de la Berra 26, 1630 Bulle
#> 2144                             Chemin du Motélon, 1630 Bulle
#> 2145                                                1630 Bulle
#> 2146                             Chemin du Motélon, 1630 Bulle
#> 2147                                                1630 Bulle
#> 2148                                                1630 Bulle
#> 2149                                                1630 Bulle
#> 2150                                                1630 Bulle
#> 2151                             Chemin du Motélon, 1630 Bulle
#> 2152                                                1630 Bulle
#> 2153                                         Bulle, 1630 Bulle
#> 2154                                                1630 Bulle
#> 2155                         Rue de la Léchère 126, 1630 Bulle
#> 2156                   Chemin de la Grande-Gîte 34, 1630 Bulle
#> 2157                                                1630 Bulle
#> 2158                                                1630 Bulle
#> 2159                                                1630 Bulle
#> 2160                                                1630 Bulle
#> 2161                             Rue de Jéricho 34, 1630 Bulle
#> 2162                      Route de la Part-Dieu 18, 1630 Bulle
#> 2163                                                1630 Bulle
#> 2164                            Rue Pierre-Alex 10, 1630 Bulle
#> 2165                              Rue de Jéricho 9, 1630 Bulle
#> 2166                                                 1632 Riaz
#> 2167                          Route de la Sionge 34, 1632 Riaz
#> 2168                                                 1632 Riaz
#> 2169                                                 1632 Riaz
#> 2170                                     Le crêt, 1633 Marsens
#> 2171                                     Marsens, 1633 Marsens
#> 2172                                     Marsens, 1633 Marsens
#> 2173                                              1633 Marsens
#> 2174                                              1633 Marsens
#> 2175                                              1633 Marsens
#> 2176                                              1633 Marsens
#> 2177                  Route du Zible 8 et 10, 1634 La Roche FR
#> 2178                                          1634 La Roche FR
#> 2179                  Route du Zible 8 et 10, 1634 La Roche FR
#> 2180                            La Holena 84, 1634 La Roche FR
#> 2181                        Route du Zible 8, 1634 La Roche FR
#> 2182                        Route du zible 8, 1634 La Roche FR
#> 2183                           Route du Zible 8, 1634 La Roche
#> 2184                       Route du zible 10, 1634 La Roche FR
#> 2185                                 Zible 8, 1634 La Roche FR
#> 2186                                          1634 La Roche FR
#> 2187                           Route du Zible 8, 1634 La Roche
#> 2188                                          1634 La Roche FR
#> 2189                  Route du Zible 8 et 10, 1634 La Roche FR
#> 2190                                          1634 La Roche FR
#> 2191                               La Holena 70, 1634 La Roche
#> 2192                        Route du zible 8, 1634 La Roche FR
#> 2193                           Route du Steckel, 1634 La Roche
#> 2194                Chemin des Frandières 10, 1634 La Roche FR
#> 2195                    Route de la Berra 59, 1634 La Roche FR
#> 2196                        Route du Zible 8, 1634 La Roche FR
#> 2197                        Route du zible 8, 1634 La Roche FR
#> 2198                                     1635 La Tour-de-Trême
#> 2199                                     1635 La Tour-de-Trême
#> 2200                                     1635 La Tour-de-Trême
#> 2201                                     1635 La Tour-de-Trême
#> 2202                                     1635 La Tour-de-Trême
#> 2203                                     1635 La Tour-de-Trême
#> 2204                                     1635 La Tour-de-Trême
#> 2205                                     1635 La Tour-de-Trême
#> 2206                                     1635 La Tour de Trême
#> 2207                      Rue des Agges, 1635 La Tour-de-Trême
#> 2208                                     1635 La Tour-de-Trême
#> 2209                                     1635 La Tour-de-Trême
#> 2210                                     1635 La Tour-de-Trême
#> 2211                                     1635 La Tour-de-Trême
#> 2212                                 rue abbé bovet, 1636 Broc
#> 2213                                                 1636 Broc
#> 2214                                 Rue Abbé-Bovet, 1636 Broc
#> 2215                                  Rue Nestlé 21, 1636 Broc
#> 2216                             ch. fin derrey 110, 1636 Broc
#> 2217                                                 1636 Broc
#> 2218                                                 1636 Broc
#> 2219                                                 1636 Broc
#> 2220                                 rue abbé bovet, 1636 Broc
#> 2221                                                 1636 Broc
#> 2222                                    1637 Charmey (Gruyère)
#> 2223                                    1637 Charmey (Gruyère)
#> 2224                                    1637 Charmey (Gruyère)
#> 2225                                    1637 Charmey (Gruyère)
#> 2226                                    1637 Charmey (Gruyère)
#> 2227                                    1637 Charmey (Gruyère)
#> 2228                                    1637 Charmey (Gruyère)
#> 2229                                    1637 Charmey (Gruyère)
#> 2230                                               1638 Morlon
#> 2231                           Route des Vanils 2, 1638 Morlon
#> 2232                                               1638 Morlon
#> 2233                                               1638 Morlon
#> 2234                                               1638 Morlon
#> 2235                                               1638 Morlon
#> 2236                                               1642 Sorens
#> 2237                                               1642 Sorens
#> 2238                          Route Principale 94, 1642 Sorens
#> 2239                                       Sorens, 1642 Sorens
#> 2240                                             1643 Gumefens
#> 2241                                La Chenau 3, 1643 Gumefens
#> 2242                                La Chenau 9, 1643 Gumefens
#> 2243                                La Chenau 9, 1643 Gumefens
#> 2244                                La Chenau 3, 1643 Gumefens
#> 2245                         Route du Gibloux 3, 1643 Gumefens
#> 2246                            Route d'Avry 69, 1643 Gumefens
#> 2247                                     1644 Avry-devant-Pont
#> 2248                    Route du Lac 81, 1644 Avry-devant-Pont
#> 2249                                               1645 Le Bry
#> 2250                                 Corbières, 1647 Corbières
#> 2251                                           1648 Hauteville
#> 2252                                           1648 Hauteville
#> 2253                                        1649 Pont-la-Ville
#> 2254                                        1649 Pont-la-Ville
#> 2255                                 Botterens, 1652 Botterens
#> 2256                    Planavy 6, 1653 Châtel-sur-Montsalvens
#> 2257                              Unter-Schwendi 12, 1656 Jaun
#> 2258                                                 1656 Jaun
#> 2259                                           1658 Rossinière
#> 2260                                           1658 Rossinière
#> 2261                  Route des Chenolettes, 1660 Château-d’Œx
#> 2262                Route des Monnaires 36, 1660 Château-d'Oex
#> 2263                   Chemin du Morsalaz 4, 1660 Château-d’Œx
#> 2264                                        1660 Château-d'Oex
#> 2265                                          1660 Les Moulins
#> 2266                                             1660 L'Etivaz
#> 2267                                        1660 Château-d'Oex
#> 2268                                             1660 L'Etivaz
#> 2269                                        1660 Château-d'Oex
#> 2270               Chemin de l'Ancien Comté, 1660 Château-d’Œx
#> 2271                  Ch. des Quartiers 35, 1660 Château-d'Oex
#> 2272                  Route des Chenolettes, 1660 Château-d’Œx
#> 2273                 Route de la Frasse 27, 1660 Château-d'Oex
#> 2274                  Route des Chenolettes, 1660 Château-d’Œx
#> 2275                  Route des Chenolettes, 1660 Château-d’Œx
#> 2276               Chemin de l'Ancien Comté, 1660 Château-d’Œx
#> 2277                                        1660 Château-d'Oex
#> 2278                                        1660 Château-d'Oex
#> 2279                                 1661 Le Pâquier-Montbarry
#> 2280                                           1661 Le Pâquier
#> 2281                                       Pringy, 1663 Pringy
#> 2282                                               1663 Pringy
#> 2283                                               1663 Pringy
#> 2284                   rue du Vanil Noir 15, 1666 Grandvillard
#> 2285                   rue du Vanil Noir 15, 1666 Grandvillard
#> 2286                                         1666 Grandvillard
#> 2287                   rue du Vanil Noir 15, 1666 Grandvillard
#> 2288                                         1666 Grandvillard
#> 2289                                         1666 Grandvillard
#> 2290                                         1666 Grandvillard
#> 2291                   rue du Vanil Noir 15, 1666 Grandvillard
#> 2292                                         1666 Grandvillard
#> 2293                                         1666 Grandvillard
#> 2294                                         1666 Grandvillard
#> 2295                   rue du Vanil Noir 15, 1666 Grandvillard
#> 2296                                                1667 Enney
#> 2297                                 Le Châblo 178, 1667 Enney
#> 2298                                                1667 Enney
#> 2299                                   1669 Sciernes-d'Albeuve
#> 2300                                             1669 Neirivue
#> 2301                                              1669 Albeuve
#> 2302                               1669 Les Sciernes-d'Albeuve
#> 2303          Rue Champ la Vuille, 1669 Les Sciernes-d'Albeuve
#> 2304                             Route de Moudon 96, 1670 Ursy
#> 2305                                                 1670 Ursy
#> 2306                                 Promasens, 1673 Promasens
#> 2307                                          1673 Ecublens FR
#> 2308                                                  1673 Rue
#> 2309                                          1673 Ecublens FR
#> 2310                                            1673 Gillarens
#> 2311                                 Promasens, 1673 Promasens
#> 2312                                 Promasens, 1673 Promasens
#> 2313                                                  1673 Rue
#> 2314                                  1676 Chavannes-les-Forts
#> 2315                                  1676 Chavannes-les-Forts
#> 2316                                  1676 Chavannes-les-Forts
#> 2317                                  1676 Chavannes-les-Forts
#> 2318                                  1676 Chavannes-les-Forts
#> 2319                                  1676 Chavannes-les-Forts
#> 2320                                  1676 Chavannes-les-Forts
#> 2321                                  1676 Chavannes-les-Forts
#> 2322                                  1676 Chavannes-les-Forts
#> 2323                                  1676 Chavannes-les-Forts
#> 2324                                  1676 Chavannes-les-Forts
#> 2325                                  1676 Chavannes-les-Forts
#> 2326                                  1676 Chavannes-les-Forts
#> 2327                                  1676 Chavannes-les-Forts
#> 2328                                  1676 Chavannes-les-Forts
#> 2329                                  1676 Chavannes-les-Forts
#> 2330                                             1678 Siviriez
#> 2331                    Route de l'Ancien Stand 7, 1680 Romont
#> 2332                                            1680 Romont FR
#> 2333                                            1680 Romont FR
#> 2334                                 Romont FR, 1680 Romont FR
#> 2335                                            1680 Romont FR
#> 2336                                            1680 Romont FR
#> 2337                            Chemin du Brit, 1680 Romont FR
#> 2338                                            1680 Romont FR
#> 2339                                            1680 Romont FR
#> 2340                                            1680 Romont FR
#> 2341                 Route du Pré de la Grange, 1680 Romont FR
#> 2342                                            1680 Romont FR
#> 2343                                            1680 Romont FR
#> 2344                                               1680 Romont
#> 2345                                            1680 Romont FR
#> 2346                          Rue des Comtes 1, 1680 Romont FR
#> 2347                                               1680 Romont
#> 2348                                            1680 Romont FR
#> 2349                 Route du Pré de la Grange, 1680 Romont FR
#> 2350                           Rue de l'Eglise, 1680 Romont FR
#> 2351                    Avenue Gérard-Clerc 26, 1680 Romont FR
#> 2352                                            1680 Romont FR
#> 2353                                 Romont FR, 1680 Romont FR
#> 2354                                            1680 Romont FR
#> 2355                                               1680 Romont
#> 2356                Route de l'Eglise 24, 1681 Billens-Hennens
#> 2357                Route de l'Eglise 24, 1681 Billens-Hennens
#> 2358                                              1681 Billens
#> 2359                Route de l'Eglise 24, 1681 Billens-Hennens
#> 2360                                              1681 Billens
#> 2361                Route de l'Eglise 24, 1681 Billens-Hennens
#> 2362                        Route de Lucens 2, 1682 Prévonloup
#> 2363                        Route de Lucens 2, 1682 Prévonloup
#> 2364                        Route de Lucens 2, 1682 Prévonloup
#> 2365              Chemin des Cerisiers 2, 1682 Villars-Bramard
#> 2366                        Route de Lucens 2, 1682 Prévonloup
#> 2367                                     Brenles, 1683 Brenles
#> 2368                                 1683 Chesalles-sur-Moudon
#> 2369                                 1683 Chesalles-sur-Moudon
#> 2370                                              1683 Brenles
#> 2371                    Route de l'Eglise 38, 1684 Mézières FR
#> 2372                    Route de l'Eglise 38, 1684 Mézières FR
#> 2373                    Route de l'Eglise 40, 1684 Mézières FR
#> 2374                    Route de l'Eglise 38, 1684 Mézières FR
#> 2375                    Route de l'Eglise 40, 1684 Mézières FR
#> 2376                    Route de l'Eglise 38, 1684 Mézières FR
#> 2377                    Route de l'Eglise 40, 1684 Mézières FR
#> 2378                               1686 Grangettes près Romont
#> 2379                            1687 Vuisternens-devant-Romont
#> 2380                            1687 Vuisternens-devant-Romont
#> 2381                            1687 Vuisternens-devant-Romont
#> 2382 Vuisternens-devant-Romont, 1687 Vuisternens-devant-Romont
#> 2383                       En Baudia 35, 1690 Villaz-St-Pierre
#> 2384                       En Baudia 35, 1690 Villaz-St-Pierre
#> 2385                                     1690 Villaz-St-Pierre
#> 2386             Route de Villaz-St-Pierre 16, 1692 Massonnens
#> 2387                     Route de la Combetta, 1692 Massonnens
#> 2388                                            1694 Orsonnens
#> 2389                                      1694 Villarsiviriaux
#> 2390                                      1694 Villarsiviriaux
#> 2391                             1694 Chavannes sous Orsonnens
#> 2392                                            1694 Orsonnens
#> 2393                                            1694 Orsonnens
#> 2394                             1694 Chavannes sous Orsonnens
#> 2395                             1694 Chavannes sous Orsonnens
#> 2396                             1694 Chavannes sous Orsonnens
#> 2397                             1694 Chavannes sous Orsonnens
#> 2398                             Pra Ban 10, 1694 Villargiroud
#> 2399                            Bochalet 12, 1694 Villargiroud
#> 2400                                            1695 Villarlod
#> 2401                                            1695 Villarlod
#> 2402                                            1695 Villarlod
#> 2403                                            1695 Villarlod
#> 2404              Route du Glèbe 53, 1695 Villarsel-le-Gibloux
#> 2405                                   1695 Rueyres-St-Laurent
#> 2406                       Route du Gibloux 17, 1695 Villarlod
#> 2407              Route du Glèbe 53, 1695 Villarsel-le-Gibloux
#> 2408                 Route du Glèbe 4, 1695 Rueyres-St-Laurent
#> 2409                                  1696 Vuisternens-en-Ogoz
#> 2410             Chemin de la Scie 4, 1696 Vuisternens-en-Ogoz
#> 2411                                  1696 Vuisternens-en-Ogoz
#> 2412                                  1696 Vuisternens-en-Ogoz
#> 2413                                               1699 Porsel
#> 2414                                               1699 Porsel
#> 2415                                               1699 Porsel
#> 2416                         Rue de l'Industrie, 1700 Fribourg
#> 2417                                             1700 Fribourg
#> 2418                   Route de la Vignettaz 23, 1700 Fribourg
#> 2419                         Rue de l'Industrie, 1700 Fribourg
#> 2420                                             1700 Fribourg
#> 2421                         Rue de l'Industrie, 1700 Fribourg
#> 2422                                             1700 Fribourg
#> 2423                                             1700 Fribourg
#> 2424                         Rue de l'Industrie, 1700 Fribourg
#> 2425                       Rue François d'Alt 5, 1700 Fribourg
#> 2426                                             1700 Fribourg
#> 2427                         Rue de l'Industrie, 1700 Fribourg
#> 2428                         Rue de l'Industrie, 1700 Fribourg
#> 2429                                             1700 Fribourg
#> 2430                         Rue de l'Industrie, 1700 Fribourg
#> 2431                         Rue de l'Industrie, 1700 Fribourg
#> 2432                         Rue de l'Industrie, 1700 Fribourg
#> 2433                         Rue de l'Industrie, 1700 Fribourg
#> 2434                         Rue de l'Industrie, 1700 Fribourg
#> 2435                         Rue de l'Industrie, 1700 Fribourg
#> 2436                                             1700 Fribourg
#> 2437                   Impasse des Eglantines 1, 1700 Fribourg
#> 2438                         Rue de l'Industrie, 1700 Fribourg
#> 2439                                             1700 Fribourg
#> 2440                  Avenue Jean-Marie-Musy 28, 1700 Fribourg
#> 2441                         Rue de l'Industrie, 1700 Fribourg
#> 2442                       Rue François d'Alt 5, 1700 Fribourg
#> 2443                                             1700 Fribourg
#> 2444                        Quartier Beauregard, 1700 Fribourg
#> 2445                         Rue de l'Industrie, 1700 Fribourg
#> 2446                                             1700 Fribourg
#> 2447                                             1700 Fribourg
#> 2448                      Route de Champriond 3, 1700 Fribourg
#> 2449                                             1700 Fribourg
#> 2450                         Rue de l'Industrie, 1700 Fribourg
#> 2451                         Rue de l'Industrie, 1700 Fribourg
#> 2452                         Rue de l'Industrie, 1700 Fribourg
#> 2453                         Rue de l'Industrie, 1700 Fribourg
#> 2454                         Rue de l'Industrie, 1700 Fribourg
#> 2455                         Rue de l'Industrie, 1700 Fribourg
#> 2456                         Rue de l'Industrie, 1700 Fribourg
#> 2457                         Rue de l'Industrie, 1700 Fribourg
#> 2458                         Rue de l'Industrie, 1700 Fribourg
#> 2459                         Rue de l'Industrie, 1700 Fribourg
#> 2460                                             1700 Fribourg
#> 2461                                             1700 Fribourg
#> 2462                         Rue de l'Industrie, 1700 Fribourg
#> 2463                         Rue de l'Industrie, 1700 Fribourg
#> 2464                         Rue de l'Industrie, 1700 Fribourg
#> 2465                       Impasse du Castel 10, 1700 Fribourg
#> 2466                   Impasse des Eglantines 1, 1700 Fribourg
#> 2467                         Rue de l'Industrie, 1700 Fribourg
#> 2468                                             1700 Fribourg
#> 2469                         Rue de l'Industrie, 1700 Fribourg
#> 2470                               Juchstrasse 14, 1712 Tafers
#> 2471                       Muttacherstrasse 15/17, 1712 Tafers
#> 2472                          Schulhausstrasse 34, 1713 Tafers
#> 2473                          Schulhausstrasse 34, 1713 Tafers
#> 2474                      Schönfelsstrasse 25, 1714 Heitenried
#> 2475                                           1714 Heitenried
#> 2476                        Hauptstrasse 28, 1715 Alterswil FR
#> 2477                        Hauptstrasse 28, 1715 Alterswil FR
#> 2478                        Hauptstrasse 28, 1715 Alterswil FR
#> 2479                        Hauptstrasse 28, 1715 Alterswil FR
#> 2480                        Hauptstrasse 28, 1715 Alterswil FR
#> 2481                        Hauptstrasse 28, 1715 Alterswil FR
#> 2482                        Hauptstrasse 28, 1715 Alterswil FR
#> 2483                                Telmoos 10, 1716 Plaffeien
#> 2484                                            1716 Plaffeien
#> 2485                         Gerendacherli 73, 1716 Schwarzsee
#> 2486                                Telmoos 12, 1716 Plaffeien
#> 2487                            Berghölzli 26, 1719 Brünisried
#> 2488                     Route de Montaubert, 1720 Corminboeuf
#> 2489                     Route de la Verna 1, 1720 Corminboeuf
#> 2490                                          1720 Corminboeuf
#> 2491                   Impasse Pré-Laurent 2, 1720 Corminboeuf
#> 2492                      Route du Criblet 1, 1720 Corminboeuf
#> 2493                     Route de Belfaux 27, 1720 Corminboeuf
#> 2494                                          1720 Corminboeuf
#> 2495                                          1720 Corminboeuf
#> 2496                      Route du Criblet 1, 1720 Corminboeuf
#> 2497                                          1720 Corminboeuf
#> 2498                   Impasse Pré-Laurent 2, 1720 Corminboeuf
#> 2499                   Impasse Pré-Laurent 2, 1720 Corminboeuf
#> 2500                                          1720 Corminboeuf
#> 2501                                          1720 Corminboeuf
#> 2502                     Route de la Verna 1, 1720 Corminboeuf
#> 2503                                          1720 Corminboeuf
#> 2504                         Route de Fribourg 14, 1721 Misery
#> 2505                         Route de Fribourg 14, 1721 Misery
#> 2506                                          1721 Cournillens
#> 2507                         Route de Fribourg 14, 1721 Misery
#> 2508                          Route de Courtion, 1721 Courtion
#> 2509                                          1721 Cournillens
#> 2510                         Route de Fribourg 14, 1721 Misery
#> 2511                         Route de Fribourg 14, 1721 Misery
#> 2512                                          1721 Cournillens
#> 2513                                               1721 Misery
#> 2514                         Route de Fribourg 14, 1721 Misery
#> 2515                                       Misery, 1721 Misery
#> 2516                                          1721 Cournillens
#> 2517                         Route de Fribourg 14, 1721 Misery
#> 2518                         Route de Fribourg 14, 1721 Misery
#> 2519                         Route de Fribourg 14, 1721 Misery
#> 2520                         Route de Fribourg 14, 1721 Misery
#> 2521                         Route de Fribourg 14, 1721 Misery
#> 2522                         Route de Fribourg 14, 1721 Misery
#> 2523                                          1722 Bourguillon
#> 2524                 Chemin de la Fenettaz 6, 1722 Bourguillon
#> 2525                                          1722 Bourguillon
#> 2526                                          1722 Bourguillon
#> 2527                                          1722 Bourguillon
#> 2528                                         Marly, 1723 Marly
#> 2529                                       A Marly, 1723 Marly
#> 2530                                                1723 Marly
#> 2531                                       A Marly, 1723 Marly
#> 2532                                                1723 Marly
#> 2533                                                1723 Marly
#> 2534                                                1723 Marly
#> 2535                                                1723 Marly
#> 2536                                                1723 Marly
#> 2537                                                1723 Marly
#> 2538                                                1723 Marly
#> 2539                                                1723 Marly
#> 2540                                                1723 Marly
#> 2541                                         Marly, 1723 Marly
#> 2542                        Route de Bourguillon 1, 1723 Marly
#> 2543                                                1723 Marly
#> 2544                                                1723 Marly
#> 2545                                                1723 Marly
#> 2546                        Route de Bourguillon 1, 1723 Marly
#> 2547                                                1723 Marly
#> 2548                                                1723 Marly
#> 2549                                         Marly, 1723 Marly
#> 2550                                         Marly, 1723 Marly
#> 2551                          Route de Fribourg 23, 1723 Marly
#> 2552                                                1723 Marly
#> 2553                                       A Marly, 1723 Marly
#> 2554                          Route de Fribourg 23, 1723 Marly
#> 2555                                                1723 Marly
#> 2556                                                1723 Marly
#> 2557                                                1723 Marly
#> 2558                           Rte de la Colline 3, 1723 Marly
#> 2559                                       A Marly, 1723 Marly
#> 2560                          Impasse du Moraty 39, 1723 Marly
#> 2561                                                1723 Marly
#> 2562                       A Bonnefontaine, 1724 Bonnefontaine
#> 2563                  Impasse du Montsibolo 20, 1724 Le Mouret
#> 2564                      Route Montécu 72, 1724 Bonnefontaine
#> 2565                      Route Montécu 72, 1724 Bonnefontaine
#> 2566                                            1724 Le Mouret
#> 2567                            Sur-le-Mont 63, 1724 Le Mouret
#> 2568                                            1724 Le Mouret
#> 2569                                            1724 Le Mouret
#> 2570                           Route du Villag, 1724 Le Mouret
#> 2571                       Route du Village 52, 1724 Le Mouret
#> 2572                                     Grâbo, 1724 Le Mouret
#> 2573                         Bonnefontaine, 1724 Bonnefontaine
#> 2574                       Route du Village 52, 1724 Le Mouret
#> 2575                                        1724 Bonnefontaine
#> 2576                                     Grâbo, 1724 Le Mouret
#> 2577                             Vy de Villard 6, 1725 Posieux
#> 2578                                              1725 Posieux
#> 2579                                   A Posieux, 1725 Posieux
#> 2580                                     Posieux, 1725 Posieux
#> 2581                                              1725 Posieux
#> 2582                        Route de Fribourg 82, 1725 Posieux
#> 2583                                     Posieux, 1725 Posieux
#> 2584                                     Posieux, 1725 Posieux
#> 2585                             Vy de Villard 6, 1725 Posieux
#> 2586                             Vy de Villard 6, 1725 Posieux
#> 2587                                              1725 Posieux
#> 2588                                     Posieux, 1725 Posieux
#> 2589                                   A Posieux, 1725 Posieux
#> 2590                                              1725 Posieux
#> 2591                                   A Posieux, 1725 Posieux
#> 2592                                   A Posieux, 1725 Posieux
#> 2593                                   A Posieux, 1725 Posieux
#> 2594                                   A Posieux, 1725 Posieux
#> 2595                                     Posieux, 1725 Posieux
#> 2596                                              1725 Posieux
#> 2597                                     Posieux, 1725 Posieux
#> 2598                             Vy de Villard 6, 1725 Posieux
#> 2599                             Vy de Villard 6, 1725 Posieux
#> 2600                                              1725 Posieux
#> 2601                                    1726 Farvagny-le-Grand
#> 2602                                            1726 Grenilles
#> 2603                Route de la Poya 4, 1726 Farvagny-le-Grand
#> 2604                Route de la Poya 4, 1726 Farvagny-le-Grand
#> 2605                                            1726 Grenilles
#> 2606                Route de la Poya 6, 1726 Farvagny-le-Grand
#> 2607                                             1726 Farvagny
#> 2608                                    1726 Farvagny-le-Grand
#> 2609                          Route de la Poya 6, 1726 Gibloux
#> 2610                                    1726 Farvagny-le-Grand
#> 2611                Route de la Poya 4, 1726 Farvagny-le-Grand
#> 2612                                    1726 Farvagny-le-Grand
#> 2613                Route de la Poya 4, 1726 Farvagny-le-Grand
#> 2614                          Route de la Poya 6, 1726 Gibloux
#> 2615                                            1727 Corpataux
#> 2616                                            1727 Corpataux
#> 2617                                            1727 Corpataux
#> 2618                                            1727 Corpataux
#> 2619                                           1728 Rossens FR
#> 2620                                           1728 Rossens FR
#> 2621                      Route de la Raveire 44, 1728 Rossens
#> 2622                      Route de la Raveire 44, 1728 Rossens
#> 2623                                           1728 Rossens FR
#> 2624                                              1728 Rossens
#> 2625                                           1728 Rossens FR
#> 2626                                           1728 Rossens FR
#> 2627                                           1728 Rossens FR
#> 2628                                              1731 Épendes
#> 2629                                           1731 Ependes FR
#> 2630                          Route d'Essert 31, 1733 Treyvaux
#> 2631                          Route d'Essert 31, 1733 Treyvaux
#> 2632                                             1733 Treyvaux
#> 2633                          Route d'Essert 31, 1733 Treyvaux
#> 2634                          Route d'Essert 31, 1733 Treyvaux
#> 2635                                             1733 Treyvaux
#> 2636                          Route d'Essert 31, 1733 Treyvaux
#> 2637                          Route d'Essert 31, 1733 Treyvaux
#> 2638                                             1733 Treyvaux
#> 2639                                             1733 Treyvaux
#> 2640                                             1733 Treyvaux
#> 2641                                             1733 Treyvaux
#> 2642                                Sonnhalde, 1734 Tentlingen
#> 2643                               Baletschied 6, 1735 Giffers
#> 2644                                 Neustadt 15, 1735 Giffers
#> 2645                         Schwarzseestrasse 1, 1735 Giffers
#> 2646                                        1736 St. Silvester
#> 2647                                             1737 Plasselb
#> 2648                                             1737 Plasselb
#> 2649                                  Birchi 32, 1737 Plasselb
#> 2650                                             1737 Plasselb
#> 2651                                             1737 Plasselb
#> 2652                                             1737 Plasselb
#> 2653                    Promenade des Vanils 9, 1740 Neyruz FR
#> 2654                       Route du Marchet 5a, 1740 Neyruz FR
#> 2655                       Impasse du Tronchet, 1740 Neyruz FR
#> 2656                                            1740 Neyruz FR
#> 2657                                            1740 Neyruz FR
#> 2658                 Promenade de Folliéran 11, 1740 Neyruz FR
#> 2659                                 Neyruz FR, 1740 Neyruz FR
#> 2660                      Route de Nierlet 121, 1740 Neyruz FR
#> 2661                                       Neyruz, 1740 Neyruz
#> 2662                                  A Neyruz FR, 1740 Neyruz
#> 2663                                            1740 Neyruz FR
#> 2664                 Promenade de Folliéran 11, 1740 Neyruz FR
#> 2665                    Promenade des Vanils 8, 1740 Neyruz FR
#> 2666                    Impasse du Tronchet 16, 1740 Neyruz FR
#> 2667                       Promenade des Vanils 6, 1740 Neyruz
#> 2668                            rte du Marchet, 1740 Neyruz FR
#> 2669                                           1741 Cottens FR
#> 2670                                           1741 Cottens FR
#> 2671                    Route de la Goille 21, 1741 Cottens FR
#> 2672             Route d'Estavayer-le-Gibloux 21, 1742 Autigny
#> 2673             Route d'Estavayer-le-Gibloux 21, 1742 Autigny
#> 2674                                              1744 Chénens
#> 2675                                              1744 Chénens
#> 2676                                              1744 Chénens
#> 2677                                              1744 Chénens
#> 2678                                              1744 Chénens
#> 2679                     Route de la Laiterie 6, 1745 Lentigny
#> 2680                                             1745 Lentigny
#> 2681                               En Meinoud 7, 1745 Lentigny
#> 2682                                   Lentigny, 1745 Lentigny
#> 2683                                             1745 Lentigny
#> 2684                                     1746 Prez-vers-Noréaz
#> 2685                                     1746 Prez vers Noréaz
#> 2686                                     1746 Prez-vers-Noréaz
#> 2687                                     1746 Prez-vers-Noréaz
#> 2688                                     1746 Prez-vers-Noréaz
#> 2689                                     1746 Prez vers Noréaz
#> 2690                   Prez-vers-Noréaz, 1746 Prez-vers-Noréaz
#> 2691                                     1746 Prez-vers-Noréaz
#> 2692                                     1746 Prez-vers-Noréaz
#> 2693                                     1746 Prez-vers-Noréaz
#> 2694                       Route de Lentigny 21, 1747 Corserey
#> 2695                       Route de Lentigny 21, 1747 Corserey
#> 2696                                       1748 Torny-le-Grand
#> 2697                                       1748 Torny-le-Grand
#> 2698                                       1748 Torny-le-Grand
#> 2699                                     Pré Pury, 1749 Middes
#> 2700                            Route de Pré-Pury, 1749 Middes
#> 2701                            Route de Pré-Pury, 1749 Middes
#> 2702                                               1749 Middes
#> 2703                                     Pré Pury, 1749 Middes
#> 2704                                     Pré Pury, 1749 Middes
#> 2705                                               1749 Middes
#> 2706                                     Pré Pury, 1749 Middes
#> 2707                                     Pré Pury, 1749 Middes
#> 2708                                    1752 Villars-sur-Glâne
#> 2709                   Rue du Marteray, 1752 Villars-sur-Glâne
#> 2710                  Rte du Bugnon 33, 1752 Villars-sur-Glâne
#> 2711                Route du Coteau 69, 1752 Villars-sur-Glâne
#> 2712             Impasse de Cormanon 8, 1752 Villars-sur-Glâne
#> 2713                                    1752 Villars-sur-Glâne
#> 2714                Route de Villamont, 1752 Villars-sur-Glâne
#> 2715                                    1752 Villars-sur-Glâne
#> 2716                                    1752 Villars-sur-Glâne
#> 2717                                    1752 Villars sur Glâne
#> 2718                 Villars-sur-Glâne, 1752 Villars-sur-Glâne
#> 2719                                    1752 Villars-sur-Glâne
#> 2720                                    1752 Villars-sur-Glâne
#> 2721                                    1752 Villars-sur-Glâne
#> 2722                 Villars-sur-Glâne, 1752 Villars-sur-Glâne
#> 2723                 Villars-sur-Glâne, 1752 Villars-sur-Glâne
#> 2724                  Rue du Centre 12, 1752 Villars-sur-Glâne
#> 2725                      La Redoute 4, 1752 Villars-sur-Glâne
#> 2726                                    1752 Villars-sur-Glâne
#> 2727             Route des Préaples 16, 1752 Villars-sur-Glâne
#> 2728                                    1752 Villars-sur-Glâne
#> 2729                                    1752 Villars-sur-Glâne
#> 2730                 Villars-sur-Glâne, 1752 Villars-sur-Glâne
#> 2731                     Impasse de Champ Riond 6, 1753 Matran
#> 2732                                               1753 Matran
#> 2733                     Impasse de Champ Riond 3, 1753 Matran
#> 2734                     Impasse de Champ Riond 6, 1753 Matran
#> 2735                     Impasse de Champ Riond 6, 1753 Matran
#> 2736                     Impasse de Champ Riond 6, 1753 Matran
#> 2737                     Impasse de Champ Riond 6, 1753 Matran
#> 2738                     Impasse de Champ-Riond 1, 1753 Matran
#> 2739                     Impasse de Champ Riond 5, 1753 Matran
#> 2740                     Impasse de Champ-Riond 5, 1753 Matran
#> 2741                     Impasse de Champ Riond 5, 1753 Matran
#> 2742                                               1753 Matran
#> 2743                                               1753 Matran
#> 2744                                               1753 Matran
#> 2745                     Route du Creux Dorand 13, 1753 Matran
#> 2746                     Impasse de Champ Riond 4, 1753 Matran
#> 2747                     Impasse de Champ Riond 1, 1753 Matran
#> 2748                     Impasse de Champ Riond 6, 1753 Matran
#> 2749                     Impasse de Champ Riond 6, 1753 Matran
#> 2750                     Impasse de Champ Riond 5, 1753 Matran
#> 2751                     Impasse de Champ-Riond 1, 1753 Matran
#> 2752                     Impasse de Champ Riond 1, 1753 Matran
#> 2753                                      1754 Avry-sur-Matran
#> 2754                Impasse des Préalpes, 1754 Avry-sur-Matran
#> 2755                     Avry-sur-Matran, 1754 Avry-sur-Matran
#> 2756                                      1754 Avry-sur-Matran
#> 2757                                      1754 Avry-sur-Matran
#> 2758                                      1754 Avry-sur-Matran
#> 2759                                      1754 Avry-sur-Matran
#> 2760                                             1762 Givisiez
#> 2761                                             1762 Givisiez
#> 2762                                alcantara 2, 1762 Givisiez
#> 2763                       Rue Robert-Stalder 5, 1762 Givisiez
#> 2764                                   Bellevue, 1762 Givisiez
#> 2765                                alcantara 2, 1762 Givisiez
#> 2766                                             1762 Givisiez
#> 2767               Route du Lavapesson 11, 1763 Granges-Paccot
#> 2768                                       1763 Granges-Paccot
#> 2769               Route du Lavapesson 11, 1763 Granges-Paccot
#> 2770                                       1763 Granges-Paccot
#> 2771                                       1763 Granges-Paccot
#> 2772               Route de Chamblioux 25, 1763 Granges-Paccot
#> 2773               Route de Chamblioux 25, 1763 Granges-Paccot
#> 2774                     Rte du Coteau 20, 1763 Granges-Paccot
#> 2775                         Impasse du Ruisseau, 1772 Grolley
#> 2776                          Rte de Fribourg 20, 1772 Grolley
#> 2777                         Impasse du Ruisseau, 1772 Grolley
#> 2778                         Impasse du Ruisseau, 1772 Grolley
#> 2779                                             1772 Ponthaux
#> 2780                                 Léchelles, 1773 Léchelles
#> 2781                          Route de Payerne, 1773 Léchelles
#> 2782                          Route de Payerne, 1773 Léchelles
#> 2783                          Route de Payerne, 1773 Léchelles
#> 2784                          Route de Payerne, 1773 Léchelles
#> 2785                                                1773 Russy
#> 2786                                 Léchelles, 1773 Léchelles
#> 2787                                                1773 Russy
#> 2788                                 Léchelles, 1773 Léchelles
#> 2789                                                1773 Russy
#> 2790                          Route de Payerne, 1773 Léchelles
#> 2791                                              1774 Cousset
#> 2792             Impasse de la Rita 6, 1774 Montagny-les-Monts
#> 2793                                   1774 Montagny-les-Monts
#> 2794                      Route de Grandsivaz 18, 1775 Mannens
#> 2795                                    1776 Montagny-la-Ville
#> 2796              Route de L'Etriva 29, 1776 Montagny-la-Ville
#> 2797                  Imp. Rochettes 8, 1776 Montagny-la-Ville
#> 2798                                    1776 Montagny-la-Ville
#> 2799                                    1776 Montagny-la-Ville
#> 2800                                    1776 Montagny-la-Ville
#> 2801              route de L'Etriva 29, 1776 Montagny-la-Ville
#> 2802              Route de l'Etriva 29, 1776 Montagny-la-Ville
#> 2803                                    1776 Montagny-la-Ville
#> 2804                                    1776 Montagny-la-Ville
#> 2805                                    1776 Montagny-la-Ville
#> 2806                                              1782 Belfaux
#> 2807                    Route de Corminboeuf 13B, 1782 Belfaux
#> 2808                                                1782 lossy
#> 2809                                            1782 Cormagens
#> 2810                                              1782 Belfaux
#> 2811                                              1782 Belfaux
#> 2812                                              1782 Belfaux
#> 2813                    Impasse du Tilleul, 1782 Formangueires
#> 2814                                              1782 Belfaux
#> 2815                                              1782 Belfaux
#> 2816                                              1782 Belfaux
#> 2817                                            1782 Cormagens
#> 2818                                              1782 Belfaux
#> 2819                                              1782 Belfaux
#> 2820                    Route de Corminboeuf 13B, 1782 Belfaux
#> 2821                    Route de Corminboeuf 13B, 1782 Belfaux
#> 2822                         Impasse de la Fôret 8, 1782 Lossy
#> 2823                                              1782 Belfaux
#> 2824                                 Courtepin, 1784 Courtepin
#> 2825                                            1784 Courtepin
#> 2826                                            1784 Courtepin
#> 2827                                            1784 Courtepin
#> 2828                             La Mullera 20, 1784 Courtepin
#> 2829                             La Mullera 20, 1784 Courtepin
#> 2830                             La Mullera 20, 1784 Courtepin
#> 2831                    Impasse des Mésanges 6, 1784 Courtepin
#> 2832                                 Courtepin, 1784 Courtepin
#> 2833                                            1784 Courtepin
#> 2834                       Route des Marais 45, 1784 Courtepin
#> 2835                                          1785 Cressier FR
#> 2836                   Impasse de la Halta 6, 1785 Cressier FR
#> 2837                                          1785 Cressier FR
#> 2838                                          1785 Cressier FR
#> 2839                                          1785 Cressier FR
#> 2840                        Route d'Erbina 8, 1785 Cressier FR
#> 2841                                          1785 Cressier FR
#> 2842                                          1785 Cressier FR
#> 2843                                          1785 Cressier FR
#> 2844                                          1785 Cressier FR
#> 2845                                          1785 Cressier FR
#> 2846                                          1785 Cressier FR
#> 2847                                          1785 Cressier FR
#> 2848                        Route d'Erbina 8, 1785 Cressier FR
#> 2849                                          1785 Cressier FR
#> 2850                     Route du Pratzet 23, 1785 Cressier FR
#> 2851                                       Sugiez, 1786 Sugiez
#> 2852                    Route de l'Ancien Pont 12, 1786 Sugier
#> 2853                             Chemin du Port 5, 1786 Sugiez
#> 2854                                               1786 Sugiez
#> 2855                                       1787 Mur (Vully) FR
#> 2856                                       1787 Mur (Vully) FR
#> 2857                                       1787 Mur (Vully) FR
#> 2858                                       1787 Mur (Vully) FR
#> 2859                                       1787 Mur (Vully) FR
#> 2860                                       1787 Mur (Vully) FR
#> 2861                                       1787 Mur (Vully) FR
#> 2862                                             1789 Lugnorre
#> 2863         chemin du Stand - CHEMIN DES CLEFS, 1789 Lugnorre
#> 2864         chemin du Stand - CHEMIN DES CLEFS, 1789 Lugnorre
#> 2865                                             1789 Lugnorre
#> 2866                                 Courtaman, 1791 Courtaman
#> 2867                                          1792 Guschelmuth
#> 2868                      Route principale 11, 1796 Courgevaux
#> 2869                                           1796 Courgevaux
#> 2870                             Schlossweg 1, 1796 Courgevaux
#> 2871                      Route principale 13, 1796 Courgevaux
#> 2872                           Münchenwiler, 1797 Münchenwiler
#> 2873                       Bruyère 3 und 3a, 1797 Münchenwiler
#> 2874                                         Vevey, 1800 Vevey
#> 2875                                                1800 Vevey
#> 2876                                                1800 Vevey
#> 2877                                                1800 Vevey
#> 2878                                         Vevey, 1800 Vevey
#> 2879                                                1800 Vevey
#> 2880                                         Vevey, 1800 Vevey
#> 2881                                                1800 Vevey
#> 2882                                         Vevey, 1800 Vevey
#> 2883                             Rue de Fribourg 8, 1800 Vevey
#> 2884                                                1800 Vevey
#> 2885                                         Vevey, 1800 Vevey
#> 2886                                                1800 Vevey
#> 2887                                                1800 Vevey
#> 2888                                                1800 Vevey
#> 2889                                                1800 Vevey
#> 2890                                                1800 Vevey
#> 2891                                         Vevey, 1800 Vevey
#> 2892                                                1800 Vevey
#> 2893                                                1800 Vevey
#> 2894                                                1800 Vevey
#> 2895                                                1800 Vevey
#> 2896                                                1800 Vevey
#> 2897                                                1800 Vevey
#> 2898                                                1800 Vevey
#> 2899                                                1800 Vevey
#> 2900                                                1800 Vevey
#> 2901                                                1800 Vevey
#> 2902                                                1800 Vevey
#> 2903                                                1800 Vevey
#> 2904                        Chemin de la Forêt, 1801 Chardonne
#> 2905                                      1801 Le Mont-Pèlerin
#> 2906                                      1801 Le Mont-Pèlerin
#> 2907                                             1802 Corseaux
#> 2908                                             1802 Corseaux
#> 2909                                   Corseaux, 1802 Corseaux
#> 2910                                             1802 Corseaux
#> 2911                                             1802 Corseaux
#> 2912                                             1802 Corseaux
#> 2913                                             1802 Corseaux
#> 2914                                             1802 Corseaux
#> 2915                                             1802 Corseaux
#> 2916                                             1802 Corseaux
#> 2917                                             1802 Corseaux
#> 2918                                             1802 Corseaux
#> 2919                  Chemin de la Maison Jean, 1803 Chardonne
#> 2920                        Chemin de la Gay 1, 1803 Chardonne
#> 2921                                            1803 Chardonne
#> 2922                                            1803 Chardonne
#> 2923                        Chemin de la Gay 1, 1803 Chardonne
#> 2924                                            1803 Chardonne
#> 2925                        Chemin de la Gay 1, 1803 Chardonne
#> 2926                       Route du vignoble 5, 1803 Chardonne
#> 2927                        Chemin de la Gay 1, 1803 Chardonne
#> 2928                                            1803 Chardonne
#> 2929                        Chemin de la Gay 1, 1803 Chardonne
#> 2930                                            1803 Chardonne
#> 2931                                            1803 Chardonne
#> 2932                        Chemin de la Gay 1, 1803 Chardonne
#> 2933                       Route du vignoble 5, 1803 Chardonne
#> 2934                 Corsier-sur-Vevey, 1804 Corsier-sur-Vevey
#> 2935                                    1804 Corsier-sur-Vevey
#> 2936                                    1804 Corsier-sur-Vevey
#> 2937                 Corsier-sur-Vevey, 1804 Corsier-sur-Vevey
#> 2938                                    1804 Corsier-sur-Vevey
#> 2939                                    1804 Corsier-sur-Vevey
#> 2940                                    1804 Corsier-sur-Vevey
#> 2941                                               1805 Jongny
#> 2942                                               1805 Jongny
#> 2943                                               1805 Jongny
#> 2944                                               1805 Jongny
#> 2945                                               1805 Jongny
#> 2946                                               1805 Jongny
#> 2947                                               1805 Jongny
#> 2948                                               1805 Jongny
#> 2949                                               1805 Jongny
#> 2950                                               1805 Jongny
#> 2951                                               1805 Jongny
#> 2952                                               1805 Jongny
#> 2953                                               1805 Jongny
#> 2954                                               1805 Jongny
#> 2955                                               1805 Jongny
#> 2956                                               1805 Jongny
#> 2957                                               1805 Jongny
#> 2958                                               1805 Jongny
#> 2959                                               1805 Jongny
#> 2960                                       Blonay, 1807 Blonay
#> 2961                                               1807 Blonay
#> 2962                                               1807 Blonay
#> 2963                                               1807 Blonay
#> 2964                                               1807 Blonay
#> 2965                                               1807 Blonay
#> 2966                                               1807 Blonay
#> 2967                       Sentier des planètes 9, 1807 Blonay
#> 2968                                1807 Blonay - Saint-Légier
#> 2969                                               1807 Blonay
#> 2970                                               1807 Blonay
#> 2971                                               1807 Blonay
#> 2972                                               1807 Blonay
#> 2973                                               1807 Blonay
#> 2974                                               1807 Blonay
#> 2975                                               1807 Blonay
#> 2976                   Chemin de Sainte-Croix 12F, 1807 Blonay
#> 2977                                               1807 Blonay
#> 2978                                               1807 Blonay
#> 2979                                               1807 Blonay
#> 2980                                               1807 Blonay
#> 2981                                               1807 Blonay
#> 2982                                               1807 Blonay
#> 2983                         Chemin de la Baye 15, 1807 Blonay
#> 2984                                               1807 Blonay
#> 2985                                               1807 Blonay
#> 2986                                               1807 Blonay
#> 2987                                               1807 Blonay
#> 2988                                               1807 Blonay
#> 2989                                               1807 Blonay
#> 2990                   Chemin de Sainte-Croix 12B, 1807 Blonay
#> 2991                                               1807 Blonay
#> 2992                                     Ondallaz, 1807 Blonay
#> 2993                                               1807 Blonay
#> 2994                                               1807 Blonay
#> 2995                                               1807 Blonay
#> 2996                                 1808 Les Monts-de-Corsier
#> 2997                                 1808 Les Monts-de-Corsier
#> 2998           Les Monts-de-Corsier, 1808 Les Monts-de-Corsier
#> 2999                                 1808 Les Monts-de-Corsier
#> 3000                                 1808 Les Monts-de-Corsier
#> 3001                 Fenil-sur-Corsier, 1809 Fenil-sur-Corsier
#> 3002                 Fenil-sur-Corsier, 1809 Fenil-sur-Corsier
#> 3003                                    1809 Fenil-sur-Corsier
#> 3004                Route de Blonay 164, 1814 La Tour-de-Peilz
#> 3005                                     1814 La Tour-de-Peilz
#> 3006                                     1814 La Tour-de-Peilz
#> 3007                                     1814 La Tour-de-Peilz
#> 3008                                     1814 La Tour-de-Peilz
#> 3009                                     1814 La Tour-de-Peilz
#> 3010                                     1814 La Tour-de-Peilz
#> 3011                                     1814 La Tour-de-Peilz
#> 3012                                     1814 La Tour-de-Peilz
#> 3013                                     1814 La Tour-de-Peilz
#> 3014                                     1814 La Tour-de-Peilz
#> 3015                                     1814 La Tour-de-Peilz
#> 3016                                     1814 La Tour-de-Peilz
#> 3017                                     1814 La Tour-de-Peilz
#> 3018                                     1814 La Tour-de-Peilz
#> 3019                                     1814 La Tour-de-Peilz
#> 3020                                     1814 La Tour-de-Peilz
#> 3021                                     1814 La Tour-de-Peilz
#> 3022                                     1814 La Tour-de-Peilz
#> 3023                                     1814 La Tour-de-Peilz
#> 3024                                     1814 La Tour-de-Peilz
#> 3025                                     1814 La Tour-de-Peilz
#> 3026                                     1814 La Tour-de-Peilz
#> 3027                                     1814 La Tour-de-Peilz
#> 3028                                     1814 La Tour-de-Peilz
#> 3029                                     1814 La Tour-de-Peilz
#> 3030                                     1814 La Tour-de-Peilz
#> 3031                                     1814 La Tour-de-Peilz
#> 3032                                     1814 La Tour-de-Peilz
#> 3033                                     1814 La Tour-de-Peilz
#> 3034                                     1814 La Tour-de-Peilz
#> 3035                                              1815 Clarens
#> 3036                                              1815 Clarens
#> 3037                                              1815 Clarens
#> 3038                                              1815 Clarens
#> 3039                          Rue des Vaudrès 17, 1815 Clarens
#> 3040                                              1815 Clarens
#> 3041                                              1815 Clarens
#> 3042                                              1815 Clarens
#> 3043                          Rue des Vaudrès 17, 1815 Clarens
#> 3044                                              1815 Clarens
#> 3045                                              1815 Clarens
#> 3046                                              1815 Clarens
#> 3047                                              1815 Clarens
#> 3048                                              1815 Clarens
#> 3049                                              1815 Clarens
#> 3050                                              1815 Clarens
#> 3051                                              1815 Clarens
#> 3052                                              1815 Clarens
#> 3053                                     1816 Chailly-Montreux
#> 3054                         ecoliers 3, 1816 Chailly-Montreux
#> 3055                                     1816 Chailly-Montreux
#> 3056                                     1816 Chailly-Montreux
#> 3057                   Chailly-Montreux, 1816 Chailly-Montreux
#> 3058                                     1816 Chailly-Montreux
#> 3059                                     1816 Chailly-Montreux
#> 3060                                     1816 Chailly-Montreux
#> 3061                                     1816 Chailly-Montreux
#> 3062                                     1816 Chailly-Montreux
#> 3063                                     1816 Chailly-Montreux
#> 3064                   Chailly-Montreux, 1816 Chailly-Montreux
#> 3065                                     1816 Chailly-Montreux
#> 3066                                     1816 Chailly-Montreux
#> 3067                                                1817 Brent
#> 3068                                                1817 Brent
#> 3069                                                1817 Brent
#> 3070                                                1817 Brent
#> 3071                                                1817 Brent
#> 3072                                                1817 Brent
#> 3073                                                1817 Brent
#> 3074                                                1817 Brent
#> 3075                Chemin du Crêt de Pionnex 7, 1817 Montreux
#> 3076                                                1817 Brent
#> 3077                                                1817 Brent
#> 3078                                             1820 Montreux
#> 3079                                             1820 Montreux
#> 3080                                             1820 Montreux
#> 3081                                             1820 Montreux
#> 3082                                             1820 Montreux
#> 3083                                             1820 Montreux
#> 3084                                             1820 Montreux
#> 3085                                             1820 Montreux
#> 3086                                             1820 Montreux
#> 3087                                             1820 Montreux
#> 3088                                             1820 Montreux
#> 3089                                             1820 Montreux
#> 3090                                             1820 Montreux
#> 3091                                             1820 Montreux
#> 3092                                              1820 Veytaux
#> 3093                                             1820 Montreux
#> 3094                               Grand Rue 98, 1820 Montreux
#> 3095                                             1820 Montreux
#> 3096                                             1820 Montreux
#> 3097                                             1820 Montreux
#> 3098                                             1820 Montreux
#> 3099                                             1820 Montreux
#> 3100                                             1820 Montreux
#> 3101                                             1820 Montreux
#> 3102                                             1820 Montreux
#> 3103                                             1820 Montreux
#> 3104                                             1820 Montreux
#> 3105                                             1820 Montreux
#> 3106                                             1820 Montreux
#> 3107                        Avenue du Casino 33, 1820 Montreux
#> 3108                                             1820 Montreux
#> 3109                                             1820 Montreux
#> 3110                                             1820 Montreux
#> 3111                                             1820 Montreux
#> 3112                                             1820 Montreux
#> 3113                                             1820 Montreux
#> 3114                                             1820 Montreux
#> 3115                                              1820 Veytaux
#> 3116                                             1820 Montreux
#> 3117                                             1820 Montreux
#> 3118                               Grand Rue 98, 1820 Montreux
#> 3119                                             1820 Montreux
#> 3120                                             1820 Montreux
#> 3121                                             1820 Montreux
#> 3122                                             1820 Montreux
#> 3123                                              1820 Veytaux
#> 3124                                             1820 Montreux
#> 3125                                             1820 Montreux
#> 3126                                             1820 Montreux
#> 3127                                             1820 Montreux
#> 3128                                             1820 Montreux
#> 3129                                             1820 Montreux
#> 3130                                             1820 Montreux
#> 3131                                             1820 Territet
#> 3132                                             1820 Montreux
#> 3133                                             1820 Montreux
#> 3134                                   Montreux, 1820 Montreux
#> 3135                                             1820 Montreux
#> 3136                                             1820 Montreux
#> 3137                                             1820 Montreux
#> 3138                                             1820 Montreux
#> 3139                                             1820 Montreux
#> 3140                                             1820 Montreux
#> 3141                                             1820 Montreux
#> 3142                                             1820 Montreux
#> 3143                        Av. des Planches 20, 1820 Montreux
#> 3144                                             1820 Montreux
#> 3145                   Rue de l'Ancien Stand 34, 1820 Montreux
#> 3146                                             1820 Montreux
#> 3147                                             1820 Montreux
#> 3148                                             1820 Montreux
#> 3149                                             1820 Montreux
#> 3150                                             1820 Montreux
#> 3151                                             1820 Montreux
#> 3152                                             1820 Montreux
#> 3153                                             1820 Montreux
#> 3154                                   Montreux, 1820 Montreux
#> 3155                                             1820 Montreux
#> 3156                                             1820 Montreux
#> 3157                                   Montreux, 1820 Montreux
#> 3158                                             1820 Montreux
#> 3159                                             1820 Montreux
#> 3160                                             1820 Montreux
#> 3161                                             1820 Montreux
#> 3162                                             1820 Montreux
#> 3163                                             1820 Montreux
#> 3164                                             1820 Montreux
#> 3165                                             1820 Montreux
#> 3166                                             1820 Montreux
#> 3167                                             1820 Territet
#> 3168                                             1820 Montreux
#> 3169                                             1820 Montreux
#> 3170                                             1820 Montreux
#> 3171                                             1820 Montreux
#> 3172                                             1820 Montreux
#> 3173                                             1820 Montreux
#> 3174                      Avenue de Collonge 14, 1820 Montreux
#> 3175                                             1820 Montreux
#> 3176                                             1820 Montreux
#> 3177                                             1820 Montreux
#> 3178                                             1820 Montreux
#> 3179                                             1820 Montreux
#> 3180                                             1820 Montreux
#> 3181                                   Montreux, 1820 Montreux
#> 3182                                             1820 Montreux
#> 3183                                             1820 Territet
#> 3184                                             1820 Territet
#> 3185                                             1820 Montreux
#> 3186                                             1820 Montreux
#> 3187                                             1820 Montreux
#> 3188                                             1820 Montreux
#> 3189                                             1820 Montreux
#> 3190                                             1820 Montreux
#> 3191                                             1820 Montreux
#> 3192                                             1820 Montreux
#> 3193                                             1820 Montreux
#> 3194                                             1820 Montreux
#> 3195                         Avenue du Casino 8, 1820 Montreux
#> 3196                                             1820 Montreux
#> 3197                                             1820 Montreux
#> 3198                                             1820 Montreux
#> 3199                                   Montreux, 1820 Montreux
#> 3200                                   Montreux, 1820 Montreux
#> 3201                                             1820 Montreux
#> 3202                                             1820 Montreux
#> 3203                                             1820 Montreux
#> 3204                                             1820 Montreux
#> 3205                                             1820 Montreux
#> 3206                                             1820 Montreux
#> 3207                                             1820 Montreux
#> 3208                                             1820 Montreux
#> 3209                              Rue du Lac 32, 1820 Montreux
#> 3210                                             1820 Montreux
#> 3211                                             1820 Montreux
#> 3212                                             1820 Montreux
#> 3213                                             1820 Montreux
#> 3214                                             1820 Territet
#> 3215                                             1820 Montreux
#> 3216                                             1820 Montreux
#> 3217                                             1820 Montreux
#> 3218                                             1820 Montreux
#> 3219                                             1820 Montreux
#> 3220                                             1820 Montreux
#> 3221                                             1820 Montreux
#> 3222                                             1820 Montreux
#> 3223                           Rue de Veraye 17, 1820 Territet
#> 3224                                             1820 Montreux
#> 3225                                             1820 Montreux
#> 3226                                             1820 Montreux
#> 3227                                             1820 Montreux
#> 3228                                             1820 Montreux
#> 3229                                             1820 Montreux
#> 3230                                             1820 Montreux
#> 3231                                             1820 Montreux
#> 3232                                             1820 Montreux
#> 3233                         Route de Chaulin 21, 1822 Chernex
#> 3234                                              1822 Chernex
#> 3235                                              1822 Chernex
#> 3236                                              1822 Chernex
#> 3237                                              1822 Chernex
#> 3238                                              1822 Chernex
#> 3239                                              1822 Chernex
#> 3240                                              1822 Chernex
#> 3241                                              1822 Chernex
#> 3242                                              1822 Chernex
#> 3243                                              1822 Chernex
#> 3244                                              1822 Chernex
#> 3245                                              1822 Chernex
#> 3246                                              1822 Chernex
#> 3247                                                1823 Glion
#> 3248                              Route de Caux 103, 1824 Caux
#> 3249                                                 1824 Caux
#> 3250                                                 1824 Caux
#> 3251                                                 1824 Caux
#> 3252               Villard-sur-Chamby, 1832 Villard-sur-Chamby
#> 3253           Chemin des Prévondes 2, 1832 Villard-sur-Chamby
#> 3254                                        1844 Villeneuve VD
#> 3255                                        1844 Villeneuve VD
#> 3256                                        1844 Villeneuve VD
#> 3257            Avenue des Comtes de Savoie 5, 1844 Villeneuve
#> 3258                                        1844 Villeneuve VD
#> 3259                                        1844 Villeneuve VD
#> 3260                                        1844 Villeneuve VD
#> 3261                        Chemin du Cabinet, 1844 Villeneuve
#> 3262                                        1844 Villeneuve VD
#> 3263                      Route de Pré-Jaquet, 1844 Villeneuve
#> 3264                                        1844 Villeneuve VD
#> 3265                                        1844 Villeneuve VD
#> 3266                                        1844 Villeneuve VD
#> 3267                                        1844 Villeneuve VD
#> 3268                                        1844 Villeneuve VD
#> 3269                                        1844 Villeneuve VD
#> 3270                                        1844 Villeneuve VD
#> 3271                                        1844 Villeneuve VD
#> 3272                                        1844 Villeneuve VD
#> 3273                      Route de Pré-Jaquet, 1844 Villeneuve
#> 3274                                        1844 Villeneuve VD
#> 3275                                        1844 Villeneuve VD
#> 3276                                        1844 Villeneuve VD
#> 3277                                           1844 Villeneuve
#> 3278            Avenue des Comtes de Savoie 5, 1844 Villeneuve
#> 3279                                        1844 Villeneuve VD
#> 3280                                        1844 Villeneuve VD
#> 3281                                        1844 Villeneuve VD
#> 3282                                        1844 Villeneuve VD
#> 3283                        Chemin du Cabinet, 1844 Villeneuve
#> 3284                                        1844 Villeneuve VD
#> 3285                                        1844 Villeneuve VD
#> 3286                                              1845 Noville
#> 3287                                              1845 Noville
#> 3288                                              1845 Noville
#> 3289                                              1845 Noville
#> 3290                                              1845 Noville
#> 3291                                              1845 Noville
#> 3292                                              1845 Noville
#> 3293                                              1845 Noville
#> 3294                                              1846 Chessel
#> 3295                     Route du Vieux Séquoia 4, 1847 Rennaz
#> 3296                     Route du Vieux Séquoia 4, 1847 Rennaz
#> 3297                                               1847 Rennaz
#> 3298                                               1847 Rennaz
#> 3299                                               1847 Rennaz
#> 3300                                       Rennaz, 1847 Rennaz
#> 3301                                               1847 Rennaz
#> 3302                                               1847 Rennaz
#> 3303                                               1847 Rennaz
#> 3304                     Route du Vieux Séquoia 4, 1847 Rennaz
#> 3305                                               1847 Rennaz
#> 3306                                               1847 Rennaz
#> 3307                                             1852 Roche VD
#> 3308                                             1852 Roche VD
#> 3309                                             1852 Roche VD
#> 3310                                             1852 Roche VD
#> 3311                                             1852 Roche VD
#> 3312                                             1852 Roche VD
#> 3313                                             1852 Roche VD
#> 3314                                             1852 Roche VD
#> 3315                                             1852 Roche VD
#> 3316                                   Roche VD, 1852 Roche VD
#> 3317                                             1852 Roche VD
#> 3318                                             1852 Roche VD
#> 3319                                             1852 Roche VD
#> 3320                                             1852 Roche VD
#> 3321                                             1852 Roche VD
#> 3322                                             1852 Roche VD
#> 3323                                             1852 Roche VD
#> 3324                                             1852 Roche VD
#> 3325                                               1853 Yvorne
#> 3326                             Rue du Collège 2, 1853 Yvorne
#> 3327                                               1854 Leysin
#> 3328                                               1854 Leysin
#> 3329                                               1854 Leysin
#> 3330                                               1854 Leysin
#> 3331                                               1854 Leysin
#> 3332                                               1854 Leysin
#> 3333                                       Leysin, 1854 Leysin
#> 3334                                               1854 Leysin
#> 3335                                               1854 Leysin
#> 3336                                               1854 Leysin
#> 3337                                               1854 Leysin
#> 3338                                               1854 Leysin
#> 3339                                               1854 Leysin
#> 3340                                               1854 Leysin
#> 3341                                               1854 Leysin
#> 3342                                               1854 Leysin
#> 3343                                               1854 Leysin
#> 3344                                               1854 Leysin
#> 3345                                               1854 Leysin
#> 3346                                               1854 Leysin
#> 3347                 Avenue de la Reine Fabiola 4, 1854 Leysin
#> 3348                                               1854 Leysin
#> 3349                                               1854 Leysin
#> 3350                                               1854 Leysin
#> 3351                                Av Rollier 12, 1854 Leysin
#> 3352                                               1854 Leysin
#> 3353                                               1854 Leysin
#> 3354                                               1854 Leysin
#> 3355                                               1854 Leysin
#> 3356                        Rue du Bugnon 1-3, 1856 Corbeyrier
#> 3357                                 petit-chêne 8, 1860 Aigle
#> 3358                                                1860 Aigle
#> 3359                                                1860 Aigle
#> 3360                                                1860 Aigle
#> 3361                                                1860 Aigle
#> 3362                                                1860 Aigle
#> 3363                                                1860 Aigle
#> 3364                                                1860 Aigle
#> 3365                                                1860 Aigle
#> 3366                                                1860 Aigle
#> 3367                                                1860 Aigle
#> 3368                                                1860 Aigle
#> 3369                                                1860 Aigle
#> 3370                                                1860 Aigle
#> 3371                                                1860 Aigle
#> 3372                        Chemin de la Rapille 7, 1860 Aigle
#> 3373                                                1860 Aigle
#> 3374                                                1860 Aigle
#> 3375             Route du Col des Mosses 37, 1862 La Comballaz
#> 3376                                           1862 Les Mosses
#> 3377                                           1862 Les Mosses
#> 3378                                           1862 Les Mosses
#> 3379                                           1862 Les Mosses
#> 3380             Route du Col des Mosses 37, 1862 La Comballaz
#> 3381                                           1862 Les Mosses
#> 3382             Route du Col des Mosses 37, 1862 La Comballaz
#> 3383                                             1863 Le Sépey
#> 3384                                       1863 Ormont-Dessous
#> 3385                                Grand Rue 6, 1863 Le Sépey
#> 3386                                             1863 Le Sépey
#> 3387                                             1863 Le Sépey
#> 3388                    Rue de la gare 44, 1865 Les Diablerets
#> 3389                                       1865 Les Diablerets
#> 3390                       Les Diablotins, 1865 Les Diablerets
#> 3391                       Chalet Budokan, 1865 Les Diablerets
#> 3392                      Chalet Remifacy, 1865 Les Diablerets
#> 3393                       Les Diablotins, 1865 Les Diablerets
#> 3394                       Les Diablotins, 1865 Les Diablerets
#> 3395                                       1865 Les Diablerets
#> 3396                       Les Diablerets, 1865 Les Diablerets
#> 3397                                       1865 Les Diablerets
#> 3398                     Cristal de Roche, 1865 Les Diablerets
#> 3399             Chemin du Plan d'Amont 7, 1865 Les Diablerets
#> 3400                     Cristal de Roche, 1865 Les Diablerets
#> 3401                                       1865 Les Diablerets
#> 3402                       Les Diablotins, 1865 Les Diablerets
#> 3403                  Route du Pillon 237, 1865 Les Diablerets
#> 3404                                       1865 Les Diablerets
#> 3405                     Cristal de Roche, 1865 Les Diablerets
#> 3406                       Les Diablotins, 1865 Les Diablerets
#> 3407                       Les Diablerets, 1865 Les Diablerets
#> 3408                       Les Diablotins, 1865 Les Diablerets
#> 3409                  Route du Pillon 237, 1865 Les Diablerets
#> 3410                  Route du Pillon 237, 1865 Les Diablerets
#> 3411                       Les Diablotins, 1865 Les Diablerets
#> 3412                    Chemin du Poyet 15, 1866 La Forclaz VD
#> 3413                                        1866 La Forclaz VD
#> 3414                                        1866 La Forclaz VD
#> 3415                                        1866 La Forclaz VD
#> 3416                                             1867 Ollon VD
#> 3417                                             1867 Ollon VD
#> 3418                                             1867 Ollon VD
#> 3419                                                1867 Ollon
#> 3420                                                1867 Ollon
#> 3421                                             1867 Ollon VD
#> 3422                                             1867 Ollon VD
#> 3423                                             1867 Ollon VD
#> 3424                                             1867 Ollon VD
#> 3425                                             1867 Ollon VD
#> 3426                                             1867 Ollon VD
#> 3427                                             1867 Ollon VD
#> 3428                                             1867 Ollon VD
#> 3429                                             1867 Ollon VD
#> 3430                                             1867 Ollon VD
#> 3431                                             1867 Ollon VD
#> 3432                                                1867 Ollon
#> 3433                          Chemin d'Arbosson, 1867 Ollon VD
#> 3434                                   Ollon VD, 1867 Ollon VD
#> 3435                                             1867 Ollon VD
#> 3436                                             1867 Ollon VD
#> 3437                               St-Triphon, 1867 St-Triphon
#> 3438                                             1867 Ollon VD
#> 3439                                             1867 Ollon VD
#> 3440                               St-Triphon, 1867 St-Triphon
#> 3441                                             1867 Ollon VD
#> 3442                                             1867 Ollon VD
#> 3443                                             1867 Ollon VD
#> 3444                                             1867 Ollon VD
#> 3445                                                1867 Ollon
#> 3446                          Chemin d'Arbosson, 1867 Ollon VD
#> 3447                                             1867 Ollon VD
#> 3448                                             1867 Ollon VD
#> 3449                                             1867 Ollon VD
#> 3450                               St-Triphon, 1867 St-Triphon
#> 3451                                             1867 Ollon VD
#> 3452                                             1867 Ollon VD
#> 3453                                             1867 Ollon VD
#> 3454                                             1867 Ollon VD
#> 3455                                             1867 Ollon VD
#> 3456                          Rue de la Tour 27, 1867 Ollon VD
#> 3457                                             1867 Ollon VD
#> 3458                                             1867 Ollon VD
#> 3459                                             1867 Ollon VD
#> 3460                                             1867 Ollon VD
#> 3461                                             1867 Ollon VD
#> 3462                                             1867 Ollon VD
#> 3463                                             1867 Ollon VD
#> 3464                                             1867 Ollon VD
#> 3465                                             1867 Ollon VD
#> 3466                                             1867 Ollon VD
#> 3467                                             1867 Ollon VD
#> 3468                                             1867 Ollon VD
#> 3469                          Rue de la Tour 69, 1867 Ollon VD
#> 3470                                             1867 Ollon VD
#> 3471                                             1867 Ollon VD
#> 3472                                            1868 Collombey
#> 3473                                            1868 Collombey
#> 3474                                            1868 Collombey
#> 3475                                            1868 Collombey
#> 3476                                            1868 Collombey
#> 3477                                            1868 Collombey
#> 3478                                            1868 Collombey
#> 3479                                            1868 Collombey
#> 3480                                            1868 Collombey
#> 3481                                            1868 Collombey
#> 3482                                            1868 Collombey
#> 3483                                            1868 Collombey
#> 3484                                            1868 Collombey
#> 3485                       Rue des Colombes 17, 1868 Collombey
#> 3486                                 Collombey, 1868 Collombey
#> 3487                                      1868 Collombey-Muraz
#> 3488                                            1868 Collombey
#> 3489                                            1868 Collombey
#> 3490                                            1868 Collombey
#> 3491                                            1868 Collombey
#> 3492                                            1868 Collombey
#> 3493                                            1868 Collombey
#> 3494                                            1868 Collombey
#> 3495                                      1868 Collombey-Muraz
#> 3496                       Rue des Colombes 17, 1868 Collombey
#> 3497                                            1868 Collombey
#> 3498                      Route du chablais 22, 1869 Massongex
#> 3499                                            1869 Massongex
#> 3500                                            1869 Massongex
#> 3501                          Place Tarnaiae 4, 1869 Massongex
#> 3502                                            1869 Massongex
#> 3503                                            1869 Massongex
#> 3504                                            1869 Massongex
#> 3505                           Route du Chili 34, 1870 Monthey
#> 3506                                              1870 Monthey
#> 3507                        Rte d'Outre-Vièze 75, 1870 Monthey
#> 3508                                              1870 Monthey
#> 3509                           Route du Chili 34, 1870 Monthey
#> 3510                                              1870 Monthey
#> 3511                           Av. du Simplon 17, 1870 Monthey
#> 3512                           Route du Chili 34, 1870 Monthey
#> 3513                                              1870 Monthey
#> 3514                           Route du Chili 34, 1870 Monthey
#> 3515                           Route du Chili 34, 1870 Monthey
#> 3516                       Avenue de l'Europe 12, 1870 Monthey
#> 3517                           Av. du Simplon 17, 1870 Monthey
#> 3518                          Route de Choëx 122, 1870 Monthey
#> 3519                           Route du Chili 34, 1870 Monthey
#> 3520                                              1870 Monthey
#> 3521                                              1870 Monthey
#> 3522                                              1870 Monthey
#> 3523                                              1870 Monthey
#> 3524                                              1870 Monthey
#> 3525                                              1870 Monthey
#> 3526                     Route de Mareindeux 101, 1870 Monthey
#> 3527                        Rte d'Outre-Vièze 75, 1870 Monthey
#> 3528                                              1870 Monthey
#> 3529                       Avenue de l'Europe 12, 1870 Monthey
#> 3530                                              1870 Monthey
#> 3531                                              1870 Monthey
#> 3532                           Route du Chili 34, 1870 Monthey
#> 3533                           Route du Chili 34, 1870 Monthey
#> 3534                        Rte d'Outre-Vièze 75, 1870 Monthey
#> 3535                                              1870 Monthey
#> 3536                                              1870 Monthey
#> 3537                        Rte d'Outre-Vièze 75, 1870 Monthey
#> 3538                                              1870 Monthey
#> 3539                                              1870 Monthey
#> 3540                   Chemin de la riandette 11, 1870 Monthey
#> 3541                                              1870 Monthey
#> 3542                                              1870 Monthey
#> 3543                                              1870 Monthey
#> 3544                           Route du Chili 34, 1870 Monthey
#> 3545                                              1870 Monthey
#> 3546                           Route du Chili 34, 1870 Monthey
#> 3547                        Rte d'Outre-Vièze 75, 1870 Monthey
#> 3548                                              1870 Monthey
#> 3549                                              1870 Monthey
#> 3550                                     Monthey, 1870 Monthey
#> 3551                                              1870 Monthey
#> 3552                           Route du Chili 34, 1870 Monthey
#> 3553                                              1870 Monthey
#> 3554                                              1870 Monthey
#> 3555                                              1870 Monthey
#> 3556                                              1870 Monthey
#> 3557                                              1870 Monthey
#> 3558                                              1870 Monthey
#> 3559                                              1870 Monthey
#> 3560                          Route de Choëx 122, 1870 Monthey
#> 3561                                              1870 Monthey
#> 3562                                              1870 Monthey
#> 3563                         Avenue de France 11, 1870 Monthey
#> 3564                           Av. du Simplon 17, 1870 Monthey
#> 3565                                              1870 Monthey
#> 3566                           Route du Chili 34, 1870 Monthey
#> 3567                                              1870 Monthey
#> 3568                                              1870 Monthey
#> 3569                                              1870 Monthey
#> 3570                                     Monthey, 1870 Monthey
#> 3571                                                1871 Choëx
#> 3572                          Route des Giettes 62, 1871 Choëx
#> 3573                                                1871 Choëx
#> 3574                                                1871 Choëx
#> 3575                                                1871 Choëx
#> 3576                                                1871 Choëx
#> 3577                                                1871 Choëx
#> 3578                                                1871 Choëx
#> 3579                                         Choëx, 1871 Choëx
#> 3580                                         Choëx, 1871 Choëx
#> 3581                                                1871 Choëx
#> 3582                  Chemin des Châtaigniers 2b, 1871 Monthey
#> 3583                                                1871 Choëx
#> 3584                                                1871 Choëx
#> 3585                                                1871 Choëx
#> 3586                                                1871 Choëx
#> 3587                             Les Giettes, 1871 Les Giettes
#> 3588                   Route des Giettes 271, 1871 Les Giettes
#> 3589                                                1871 Choëx
#> 3590                                                1871 Choëx
#> 3591                               Rte de Choëx 17, 1871 Choëx
#> 3592                                          1871 Les Giettes
#> 3593                                                1871 Choëx
#> 3594                                                1871 Choëx
#> 3595                                                1871 Choëx
#> 3596                        Route des Bas-Epenis 6, 1871 Choëx
#> 3597                                     Massillon, 1871 Choëx
#> 3598                                          1871 Les Giettes
#> 3599                                          1871 Les Giettes
#> 3600                                        1872 Troistorrents
#> 3601                         Troistorrents, 1872 Troistorrents
#> 3602                  Chemin de la Tarpa 6, 1872 Troistorrents
#> 3603                                        1872 Troistorrents
#> 3604                                        1872 Troistorrents
#> 3605                                        1872 Troistorrents
#> 3606                                        1872 Troistorrents
#> 3607                                        1872 Troistorrents
#> 3608                                        1872 Troistorrents
#> 3609                                        1872 Troistorrents
#> 3610                                        1872 Troistorrents
#> 3611                                        1872 Troistorrents
#> 3612                Chemin de Torrencey 25, 1872 Troistorrents
#> 3613                                        1872 Troistorrents
#> 3614                                        1872 Troistorrents
#> 3615                   Route de la Fenaison, 1873 Val-d'Illiez
#> 3616               Chemin des Cristalline 2, 1873 Val-d'Illiez
#> 3617                                         1873 Val-d'Illiez
#> 3618                        Rte Des Crosets, 1873 Val-d'Illiez
#> 3619                                         1873 Val-d'Illiez
#> 3620                           Val-d'Illiez, 1873 Val-d'Illiez
#> 3621                           Val-d'Illiez, 1873 Val-d'Illiez
#> 3622                  Chemin des Oisillons 8, 1873 Champoussin
#> 3623                                          1873 Champoussin
#> 3624                  Chemin des Oisillons 8, 1873 Champoussin
#> 3625                                         1873 Val-d'Illiez
#> 3626                                         1873 Val-d'Illiez
#> 3627                   Route de la Fenaison, 1873 Val-d'Illiez
#> 3628                        Rte Des Crosets, 1873 Val-d'Illiez
#> 3629                                          1873 Champoussin
#> 3630                                         1873 Val-d'Illiez
#> 3631               Chemin des Cristalline 2, 1873 Val-d'Illiez
#> 3632                                         1873 Val-d'Illiez
#> 3633                                         1873 Val-d'Illiez
#> 3634                                         1873 Val-d'Illiez
#> 3635                                         1873 Val-d'Illiez
#> 3636                                         1873 Val-d'Illiez
#> 3637                                         1873 Val-d'Illiez
#> 3638                                         1873 Val-d'Illiez
#> 3639                                         1873 Val-d'Illiez
#> 3640                                             1874 Champéry
#> 3641                                             1874 Champéry
#> 3642                                             1874 Champéry
#> 3643                           Ch. du Revers 20, 1874 Champéry
#> 3644                                             1874 Champéry
#> 3645                                             1874 Champéry
#> 3646                                             1874 Champéry
#> 3647                      Route des Rumières 20, 1874 Champéry
#> 3648                                             1874 Champéry
#> 3649                                     Morgins, 1875 Morgins
#> 3650                                    plamproz, 1875 Morgins
#> 3651                       Route de Bas Vieze 67, 1875 Morgins
#> 3652                                              1875 Morgins
#> 3653                                              1875 Morgins
#> 3654                                              1875 Morgins
#> 3655                                              1875 Morgins
#> 3656                                              1875 Morgins
#> 3657                                              1875 Morgins
#> 3658                                              1875 Morgins
#> 3659                                              1875 Morgins
#> 3660                                              1875 Morgins
#> 3661                                     Morgins, 1875 Morgins
#> 3662                                              1875 Morgins
#> 3663                          Chemin des Narcisse 45, 1880 Bex
#> 3664                             Route de l'Allex 40, 1880 Bex
#> 3665              Route du Lovaret 10, 1880 Les Posses-sur-Bex
#> 3666                                                  1880 Bex
#> 3667                                    1880 Les Plans-sur-Bex
#> 3668                                                  1880 Bex
#> 3669                                                  1880 Bex
#> 3670                                                  1880 Bex
#> 3671                         Chemin de Plan-Saugey 4, 1880 Bex
#> 3672                                                  1880 Bex
#> 3673                                                  1880 Bex
#> 3674                          Chemin Julien Gallet 6, 1880 Bex
#> 3675                                             Bex, 1880 Bex
#> 3676                           B, chemin de Boton 42, 1880 Bex
#> 3677                           C, chemin de Boton 42, 1880 Bex
#> 3678                                             Bex, 1880 Bex
#> 3679                                                  1880 Bex
#> 3680                                                  1880 Bex
#> 3681                                                  1880 Bex
#> 3682                                                  1880 Bex
#> 3683                                                  1880 Bex
#> 3684                                                  1880 Bex
#> 3685                                                  1880 Bex
#> 3686                                                  1880 Bex
#> 3687                                                  1880 Bex
#> 3688                                                  1880 Bex
#> 3689                                                  1880 Bex
#> 3690                                                  1880 Bex
#> 3691                                                  1880 Bex
#> 3692                                                  1880 Bex
#> 3693                                                  1880 Bex
#> 3694                                       A Gryon, 1882 Gryon
#> 3695                       Chemin de la Goille 22b, 1882 Gryon
#> 3696                                                1882 Gryon
#> 3697                                                1882 Gryon
#> 3698                                                1882 Gryon
#> 3699                                                1882 Gryon
#> 3700                                                1882 Gryon
#> 3701                                                1882 Gryon
#> 3702                                                1882 Gryon
#> 3703                                                1882 Gryon
#> 3704                         Chemin d'Aiguerosse 3, 1882 Gryon
#> 3705                                                1882 Gryon
#> 3706                                       A Gryon, 1882 Gryon
#> 3707                                                1882 Gryon
#> 3708                                    1884 Villars-sur-Ollon
#> 3709                                    1884 Villars-sur-Ollon
#> 3710                                    1884 Villars-sur-Ollon
#> 3711                                    1884 Villars-sur-Ollon
#> 3712                                    1884 Villars-sur-Ollon
#> 3713                                    1884 Villars-sur-Ollon
#> 3714                                    1884 Villars-sur-Ollon
#> 3715                                    1884 Villars-sur-Ollon
#> 3716                                    1884 Villars-sur-Ollon
#> 3717                                    1884 Villars-sur-Ollon
#> 3718                                    1884 Villars-sur-Ollon
#> 3719                                    1884 Villars-sur-Ollon
#> 3720                                    1884 Villars-sur-Ollon
#> 3721                                    1884 Villars-sur-Ollon
#> 3722                                    1884 Villars-sur-Ollon
#> 3723                                    1884 Villars-sur-Ollon
#> 3724                                              1884 Arveyes
#> 3725                                    1884 Villars-sur-Ollon
#> 3726                                    1884 Villars-sur-Ollon
#> 3727                                    1884 Villars-sur-Ollon
#> 3728                                    1884 Villars-sur-Ollon
#> 3729                                    1884 Villars-sur-Ollon
#> 3730                                    1884 Villars-sur-Ollon
#> 3731                                    1884 Villars-sur-Ollon
#> 3732                                    1884 Villars-sur-Ollon
#> 3733                                    1884 Villars-sur-Ollon
#> 3734                                    1884 Villars-sur-Ollon
#> 3735                                    1884 Villars-sur-Ollon
#> 3736                                    1884 Villars-sur-Ollon
#> 3737               A Villars-sur-Ollon, 1884 Villars-sur-Ollon
#> 3738                                    1884 Villars-sur-Ollon
#> 3739                                    1884 Villars-sur-Ollon
#> 3740                                    1884 Villars-sur-Ollon
#> 3741                                    1884 Villars-sur-Ollon
#> 3742                                    1884 Villars-sur-Ollon
#> 3743                                    1884 Villars-sur-Ollon
#> 3744                                    1884 Villars-sur-Ollon
#> 3745                                    1884 Villars-sur-Ollon
#> 3746                                    1884 Villars-sur-Ollon
#> 3747                                    1884 Villars-sur-Ollon
#> 3748                                    1884 Villars-sur-Ollon
#> 3749                                    1884 Villars-sur-Ollon
#> 3750                                    1884 Villars-sur-Ollon
#> 3751                         Avenue Centrale 191, 1884 Arveyes
#> 3752                                    1884 Villars-sur-Ollon
#> 3753                                    1884 Villars-sur-Ollon
#> 3754                                    1884 Villars-sur-Ollon
#> 3755                                    1884 Villars-sur-Ollon
#> 3756                                    1884 Villars-sur-Ollon
#> 3757                                            1885 Chesières
#> 3758                                            1885 Chesières
#> 3759                                            1885 Chesières
#> 3760                                 Chesières, 1885 Chesières
#> 3761                                            1885 Chesières
#> 3762                                            1885 Chesières
#> 3763                                            1885 Chesières
#> 3764                                 Chesières, 1885 Chesières
#> 3765                                            1885 Chesières
#> 3766                                            1885 Chesières
#> 3767                                            1885 Chesières
#> 3768                                            1885 Chesières
#> 3769                                            1885 Chesières
#> 3770                                            1885 Chesières
#> 3771                                            1885 Chesières
#> 3772                                    1885 Villars-sur-Ollon
#> 3773                                            1885 Chesières
#> 3774                       Chemin du Carroz 32, 1885 Chesières
#> 3775                                            1885 Chesières
#> 3776                                 Chesières, 1885 Chesières
#> 3777                                           1890 St-Maurice
#> 3778                                           1890 St-Maurice
#> 3779                                           1890 St-Maurice
#> 3780                                           1890 St-Maurice
#> 3781                                           1890 St-Maurice
#> 3782                                             1891 Vérossaz
#> 3783                                             1891 Vérossaz
#> 3784                                             1891 Vérossaz
#> 3785                                        1892 Lavey-Village
#> 3786                 Muraz (Collombey), 1893 Muraz (Collombey)
#> 3787                                    1893 Muraz (Collombey)
#> 3788                                    1893 Muraz (Collombey)
#> 3789                                    1893 Muraz (Collombey)
#> 3790                                    1893 Muraz (Collombey)
#> 3791                                    1893 Muraz (Collombey)
#> 3792                                    1893 Muraz (Collombey)
#> 3793                                              1895 Vionnaz
#> 3794                                              1895 Vionnaz
#> 3795                                              1895 Vionnaz
#> 3796                                              1895 Vionnaz
#> 3797                                              1895 Vionnaz
#> 3798                         Chemin des Clous 29, 1895 Vionnaz
#> 3799                                               1896 Vouvry
#> 3800                       Rue du Bourg-Dernier 9, 1896 Vouvry
#> 3801                                               1896 Vouvry
#> 3802                                               1896 Vouvry
#> 3803                                               1896 Vouvry
#> 3804                                       Vouvry, 1896 Vouvry
#> 3805                                               1896 Vouvry
#> 3806                          Rue de l'Hôpital 11, 1896 Vouvry
#> 3807                                       Vouvry, 1896 Vouvry
#> 3808                                               1896 Vouvry
#> 3809                       Rue du Bourg-Dernier 9, 1896 Vouvry
#> 3810                                                 1896 Miex
#> 3811                                               1896 Vouvry
#> 3812                       Rue du Bourg-Dernier 9, 1896 Vouvry
#> 3813                       Rue du Bourg-Dernier 9, 1896 Vouvry
#> 3814                                               1896 Vouvry
#> 3815                                               1896 Vouvry
#> 3816                       Rue du Bourg-Dernier 9, 1896 Vouvry
#> 3817                    Chemin du Pré-St-Denis 34, 1896 Vouvry
#> 3818                                                 1896 Miex
#> 3819                                               1896 Vouvry
#> 3820                                                 1896 Miex
#> 3821                                               1896 Vouvry
#> 3822                                               1896 Vouvry
#> 3823                                               1896 Vouvry
#> 3824                                               1896 Vouvry
#> 3825                                             1897 Bouveret
#> 3826                                          1897 Port-Valais
#> 3827                                             1897 Bouveret
#> 3828                          Route du Stand 36, 1897 Bouveret
#> 3829                                             1897 Bouveret
#> 3830                                             1897 Bouveret
#> 3831                                             1897 Bouveret
#> 3832                                             1897 Bouveret
#> 3833                                        1897 Les Evouettes
#> 3834                                   Bouveret, 1897 Bouveret
#> 3835                                             1897 Bouveret
#> 3836                                             1897 Bouveret
#> 3837                                          1897 Port-Valais
#> 3838                  Route de Severeux 10, 1897 Les Evouettes
#> 3839                                        1897 Les Evouettes
#> 3840                                        1897 Les Evouettes
#> 3841             Les Vieilles Chenevières 78, 1897 Port-Valais
#> 3842                                             1897 Bouveret
#> 3843                                        1897 Les Evouettes
#> 3844                                        1897 Les Evouettes
#> 3845                                             1897 Bouveret
#> 3846                                             1897 Bouveret
#> 3847                                          1898 St-Gingolph
#> 3848                                          1898 St-Gingolph
#> 3849                           Le Grand Clos, 1898 St-Gingolph
#> 3850                                          1898 St-Gingolph
#> 3851                                          1898 St-Gingolph
#> 3852                                       1898 Saint-Gingolph
#> 3853                           Le Grand Clos, 1898 St-Gingolph
#> 3854                           Le Grand Clos, 1898 St-Gingolph
#> 3855                                       1898 Saint-Gingolph
#> 3856                                          1898 St-Gingolph
#> 3857                                       1898 Saint-Gingolph
#> 3858                                          1898 St-Gingolph
#> 3859                      Le Grand Chemin 13, 1898 St-Gingolph
#> 3860                                          1898 St-Gingolph
#> 3861                                          1898 St-Gingolph
#> 3862                                          1898 St-Gingolph
#> 3863                        Ch. de la Cheurgne 31, 1899 Torgon
#> 3864                                               1899 Torgon
#> 3865                                               1899 Torgon
#> 3866                                       Torgon, 1899 Torgon
#> 3867                                              1899 Vionnaz
#> 3868                                               1899 Torgon
#> 3869                                               1899 Torgon
#> 3870                                             1902 Evionnaz
#> 3871                                             1902 Evionnaz
#> 3872                                             1902 Evionnaz
#> 3873                Ancienne Route Cantonale 28, 1902 Evionnaz
#> 3874                                             1902 Evionnaz
#> 3875                                             1902 Evionnaz
#> 3876                                             1902 Evionnaz
#> 3877                                            1903 Collonges
#> 3878                                            1903 Collonges
#> 3879                                            1903 Collonges
#> 3880                                            1903 Collonges
#> 3881                                            1903 Collonges
#> 3882                           Rue Le Praz 38a, 1903 Collonges
#> 3883                                             1904 Vernayaz
#> 3884                                             1904 Vernayaz
#> 3885                                             1904 Vernayaz
#> 3886                                             1904 Vernayaz
#> 3887             Chemin de la Tsarrère Topaz 11, 1904 Vernayaz
#> 3888                                             1904 Vernayaz
#> 3889                                             1904 Vernayaz
#> 3890                                             1904 Vernayaz
#> 3891                                             1904 Vernayaz
#> 3892                                             1904 Vernayaz
#> 3893                                             1904 Vernayaz
#> 3894                                             1904 Vernayaz
#> 3895                                              1905 Dorénaz
#> 3896                                              1905 Dorénaz
#> 3897                                              1905 Dorénaz
#> 3898                                              1905 Dorénaz
#> 3899                                              1905 Dorénaz
#> 3900                                              1905 Dorénaz
#> 3901                                              1905 Dorénaz
#> 3902                                              1905 Dorénaz
#> 3903                                              1905 Dorénaz
#> 3904                                              1905 Dorénaz
#> 3905                                              1905 Dorénaz
#> 3906                              Route du Zenan, 1905 Dorénaz
#> 3907                                              1905 Dorénaz
#> 3908                                              1905 Dorénaz
#> 3909                                              1905 Dorénaz
#> 3910                                              1905 Dorénaz
#> 3911                                              1905 Dorénaz
#> 3912                                              1905 Dorénaz
#> 3913                                              1905 Dorénaz
#> 3914                                              1905 Dorénaz
#> 3915                                     Dorénaz, 1905 Dorénaz
#> 3916                                              1906 Charrat
#> 3917                                              1906 Charrat
#> 3918                         Rue des Grands-Praz, 1906 Charrat
#> 3919                         Rue des Grands-Praz, 1906 Charrat
#> 3920                                              1906 Charrat
#> 3921                         Rue des Grands-Praz, 1906 Charrat
#> 3922                                              1906 Charrat
#> 3923                         Rue des Grands-Praz, 1906 Charrat
#> 3924                                              1906 Charrat
#> 3925                                     Charrat, 1906 Charrat
#> 3926                                              1906 Charrat
#> 3927                                                1907 Saxon
#> 3928                                                1907 Saxon
#> 3929                           Chemin de la Pierre, 1907 Saxon
#> 3930                                                1907 Saxon
#> 3931                                                1907 Saxon
#> 3932                            Nouvelle Avenue 22, 1907 Saxon
#> 3933                            Route de Sapinhaut, 1907 Saxon
#> 3934                           Chemin de la Pierre, 1907 Saxon
#> 3935                                                1907 Saxon
#> 3936                                                1907 Saxon
#> 3937                                                1907 Saxon
#> 3938                                                1907 Saxon
#> 3939                                                1907 Saxon
#> 3940                                                1907 Saxon
#> 3941                                         Saxon, 1907 Saxon
#> 3942                                                1907 Saxon
#> 3943                           Chemin de la Pierre, 1907 Saxon
#> 3944                                                1907 Saxon
#> 3945                                                1907 Saxon
#> 3946                                                1907 Saxon
#> 3947                        Rue du Grand-Chavalard, 1907 Saxon
#> 3948                     Route des près des champs, 1907 Saxon
#> 3949                                                1907 Saxon
#> 3950                                                1907 Saxon
#> 3951                           Chemin de la Pierre, 1907 Saxon
#> 3952                                                1907 Saxon
#> 3953                                                1907 Saxon
#> 3954                                                1907 Saxon
#> 3955                           Chemin de la Pierre, 1907 Saxon
#> 3956                                                1907 Saxon
#> 3957                                                1907 Saxon
#> 3958                                                1907 Saxon
#> 3959                                         Saxon, 1907 Saxon
#> 3960                        Rue du Grand-Chavalard, 1907 Saxon
#> 3961                                         Saxon, 1907 Saxon
#> 3962                           Rue de Gottefrey 24, 1907 Saxon
#> 3963                                                1907 Saxon
#> 3964                       Route des Pras-Longs 24, 1907 Saxon
#> 3965                           Chemin de la Pierre, 1907 Saxon
#> 3966                       Route des Pras-Longs 24, 1907 Saxon
#> 3967                                                1907 Saxon
#> 3968                                                1907 Saxon
#> 3969                           Route de Tovassière, 1907 Saxon
#> 3970                         Chemin des Condémines, 1907 Saxon
#> 3971                           Chemin de la Pierre, 1907 Saxon
#> 3972                                                1907 Saxon
#> 3973                  Chemin de la Printanière 14a, 1907 Saxon
#> 3974                                                1907 Saxon
#> 3975                     Route des près des champs, 1907 Saxon
#> 3976                                                1907 Saxon
#> 3977                     Rue de la Printanière 14a, 1907 Saxon
#> 3978                       Route des Pras-Longs 24, 1907 Saxon
#> 3979                         Chemin des Condémines, 1907 Saxon
#> 3980                                         Saxon, 1907 Saxon
#> 3981                                                1907 Saxon
#> 3982                                         Saxon, 1907 Saxon
#> 3983                                                1907 Saxon
#> 3984                                                1907 Saxon
#> 3985                                                1907 Saxon
#> 3986                                                1907 Saxon
#> 3987                                                1907 Saxon
#> 3988                                                1907 Saxon
#> 3989                                                1907 Saxon
#> 3990                                                1907 Saxon
#> 3991                                         Saxon, 1907 Saxon
#> 3992                                                1907 Saxon
#> 3993                                                1907 Saxon
#> 3994                                Rue du Pont 1B, 1907 Saxon
#> 3995                                                1907 Saxon
#> 3996                                                1907 Saxon
#> 3997                                                1907 Saxon
#> 3998                                                1907 Saxon
#> 3999                                                1907 Saxon
#> 4000                                                1907 Saxon
#> 4001                                                1907 Saxon
#> 4002                                                1907 Saxon
#> 4003                     Route des près des champs, 1907 Saxon
#> 4004                                                1907 Saxon
#> 4005                                                1907 Saxon
#> 4006                                                1907 Saxon
#> 4007                                                1907 Saxon
#> 4008                                                1907 Saxon
#> 4009                                                1907 Saxon
#> 4010                           Chemin de la Pierre, 1907 Saxon
#> 4011                                               1908 Riddes
#> 4012                                               1908 Riddes
#> 4013                                               1908 Riddes
#> 4014                                               1908 Riddes
#> 4015                             Rue de la Cour 9, 1908 Riddes
#> 4016                                               1908 Riddes
#> 4017                             Rue de la Cour 9, 1908 Riddes
#> 4018                                               1908 Riddes
#> 4019                                               1908 Riddes
#> 4020                                               1908 Riddes
#> 4021                                               1908 Riddes
#> 4022                                               1908 Riddes
#> 4023                                               1908 Riddes
#> 4024                                               1908 Riddes
#> 4025                                               1908 Riddes
#> 4026                                               1908 Riddes
#> 4027                                               1908 Riddes
#> 4028                                               1908 Riddes
#> 4029                                               1908 Riddes
#> 4030                        Route des Bains 178, 1911 Ovronnaz
#> 4031                                             1911 Ovronnaz
#> 4032                                             1911 Ovronnaz
#> 4033                                             1911 Ovronnaz
#> 4034                         Route des Bains 148, 1911 Leytron
#> 4035                                             1911 Ovronnaz
#> 4036                                             1911 Ovronnaz
#> 4037                                             1911 Ovronnaz
#> 4038                                             1911 Ovronnaz
#> 4039                                             1911 Ovronnaz
#> 4040                                             1911 Ovronnaz
#> 4041                                             1911 Ovronnaz
#> 4042                                             1911 Ovronnaz
#> 4043                                             1911 Ovronnaz
#> 4044                                             1911 Ovronnaz
#> 4045                                             1911 Ovronnaz
#> 4046                                             1911 Ovronnaz
#> 4047                                             1911 Ovronnaz
#> 4048                                             1911 Ovronnaz
#> 4049                                             1911 Ovronnaz
#> 4050                                             1911 Ovronnaz
#> 4051                         Route des Bains 148, 1911 Leytron
#> 4052                                             1911 Ovronnaz
#> 4053                                   1911 Mayens-de-Chamoson
#> 4054                                             1911 Ovronnaz
#> 4055                                             1911 Ovronnaz
#> 4056                                             1911 Ovronnaz
#> 4057                         Morthey d'amont 32, 1911 Ovronnaz
#> 4058                                             1911 Ovronnaz
#> 4059                                             1911 Ovronnaz
#> 4060                                    Morthey, 1911 Ovronnaz
#> 4061                                             1911 Ovronnaz
#> 4062                                             1911 Ovronnaz
#> 4063                                             1911 Ovronnaz
#> 4064                                             1911 Ovronnaz
#> 4065                                             1911 Ovronnaz
#> 4066                                             1911 Ovronnaz
#> 4067                                             1911 Ovronnaz
#> 4068                                             1911 Ovronnaz
#> 4069                                             1911 Ovronnaz
#> 4070                                             1911 Ovronnaz
#> 4071                                             1911 Ovronnaz
#> 4072                                             1911 Ovronnaz
#> 4073                                             1911 Ovronnaz
#> 4074                                             1911 Ovronnaz
#> 4075                                             1911 Ovronnaz
#> 4076                                              1912 Leytron
#> 4077                       Route de Praz de Feur, 1912 Leytron
#> 4078                                              1912 Leytron
#> 4079                         Rue de la Vidondé 4, 1912 Leytron
#> 4080                                      1912 Dugny (Leytron)
#> 4081                                              1912 Leytron
#> 4082                                              1912 Leytron
#> 4083                                              1912 Leytron
#> 4084                            Dugny 38, 1912 Dugny (Leytron)
#> 4085                             Rue de la Sauge, 1912 Leytron
#> 4086                                     Leytron, 1912 Leytron
#> 4087                                              1912 Leytron
#> 4088                                              1912 Leytron
#> 4089                          Rte de Romaine 123, 1912 Leytron
#> 4090              Avenue des Comtes de Savoie 46, 1913 Saillon
#> 4091                                              1913 Saillon
#> 4092                                              1913 Saillon
#> 4093                      Chemin des Amandiers 1, 1913 Saillon
#> 4094                                              1913 Saillon
#> 4095                                              1913 Saillon
#> 4096                                              1913 Saillon
#> 4097                                              1913 Saillon
#> 4098                                              1913 Saillon
#> 4099                                              1913 Saillon
#> 4100                   Route du Centre Thermal 4, 1913 Saillon
#> 4101                                              1913 Saillon
#> 4102                                              1913 Saillon
#> 4103                                              1913 Saillon
#> 4104                                              1913 Saillon
#> 4105                                              1913 Saillon
#> 4106                                              1913 Saillon
#> 4107                                              1913 Saillon
#> 4108                                              1913 Saillon
#> 4109                                              1913 Saillon
#> 4110                                              1913 Saillon
#> 4111                                              1913 Saillon
#> 4112                                              1913 Saillon
#> 4113                                              1913 Saillon
#> 4114                                              1913 Saillon
#> 4115                                              1913 Saillon
#> 4116                                              1913 Saillon
#> 4117                                    1914 Auddes-sur-Riddes
#> 4118                               La Tzoumaz, 1918 La Tzoumaz
#> 4119                                           1918 La Tzoumaz
#> 4120                                           1918 La Tzoumaz
#> 4121                                           1918 La Tzoumaz
#> 4122                      Impasse des Crus 12, 1918 La Tzoumaz
#> 4123                                           1918 La Tzoumaz
#> 4124                                           1918 La Tzoumaz
#> 4125                                             1920 Martigny
#> 4126                                             1920 Martigny
#> 4127                       Chemin des Barrières, 1920 Martigny
#> 4128                                             1920 Martigny
#> 4129                                             1920 Martigny
#> 4130                                             1920 Martigny
#> 4131                                                1920 Fully
#> 4132                                             1920 Martigny
#> 4133                                             1920 Martigny
#> 4134                                             1920 Martigny
#> 4135                                             1920 Martigny
#> 4136                         Rue des Farquets 4, 1920 Martigny
#> 4137                            Rue des Alpes 9, 1920 Martigny
#> 4138                                             1920 Martigny
#> 4139                                             1920 Martigny
#> 4140                                             1920 Martigny
#> 4141                                             1920 Martigny
#> 4142                                             1920 Martigny
#> 4143                                             1920 Martigny
#> 4144                                   Martigny, 1920 Martigny
#> 4145                                             1920 Martigny
#> 4146                                             1920 Martigny
#> 4147                                             1920 Martigny
#> 4148                                             1920 Martigny
#> 4149                                             1920 Martigny
#> 4150                                             1920 Martigny
#> 4151                                             1920 Martigny
#> 4152                                             1920 Martigny
#> 4153                                             1920 Martigny
#> 4154                          Rue Prés-Aubert 8, 1920 Martigny
#> 4155                           Rue de la Délèze, 1920 Martigny
#> 4156                                   Martigny, 1920 Martigny
#> 4157                                             1920 Martigny
#> 4158                                             1920 Martigny
#> 4159                                             1920 Martigny
#> 4160                                             1920 Martigny
#> 4161                                             1920 Martigny
#> 4162                     Rue des Champs-Neufs 9, 1920 Martigny
#> 4163                                             1920 Martigny
#> 4164                                             1920 Martigny
#> 4165                                             1920 Martigny
#> 4166                            Rue des Alpes 9, 1920 Martigny
#> 4167                                             1920 Martigny
#> 4168                          Rue Prés-Aubert 8, 1920 Martigny
#> 4169                                             1920 Martigny
#> 4170                                             1920 Martigny
#> 4171                                             1920 Martigny
#> 4172                                             1920 Martigny
#> 4173                                             1920 Martigny
#> 4174                    Chemin des Barrières 49, 1920 Martigny
#> 4175                          Rue Prés-Aubert 8, 1920 Martigny
#> 4176                                             1920 Martigny
#> 4177                                             1920 Martigny
#> 4178                                             1920 Martigny
#> 4179                    Chemin de la Praille 17, 1920 Martigny
#> 4180                                             1920 Martigny
#> 4181                       Chemin des Barrières, 1920 Martigny
#> 4182                        Chemin du Milieu 17, 1920 Martigny
#> 4183                                             1920 Martigny
#> 4184                                             1920 Martigny
#> 4185                                             1920 Martigny
#> 4186                                             1920 Martigny
#> 4187                                             1920 Martigny
#> 4188              route du sommet des vignes 17, 1920 Martigny
#> 4189                                             1920 Martigny
#> 4190                                             1920 Martigny
#> 4191                         Rue Saint-Théodule, 1920 Martigny
#> 4192                                             1920 Martigny
#> 4193                                             1920 Martigny
#> 4194                          Rue Prés-Aubert 8, 1920 Martigny
#> 4195              Avenue du Grand-St-Bernard 11, 1920 Martigny
#> 4196                           chemin de Milieu, 1920 Martigny
#> 4197                                             1920 Martigny
#> 4198                                             1920 Martigny
#> 4199                                             1920 Martigny
#> 4200                                             1920 Martigny
#> 4201                                             1920 Martigny
#> 4202                                             1920 Martigny
#> 4203                                             1920 Martigny
#> 4204                                             1920 Martigny
#> 4205                                             1920 Martigny
#> 4206                                             1920 Martigny
#> 4207                                             1920 Martigny
#> 4208                         Rue Saint-Théodule, 1920 Martigny
#> 4209                                             1920 Martigny
#> 4210                                             1920 Martigny
#> 4211                                             1920 Martigny
#> 4212      Avenue du Grand-Saint-Bernard 1, 1921 Martigny-Croix
#> 4213                                       1921 Martigny-Croix
#> 4214      Avenue du Grand-Saint-Bernard 1, 1921 Martigny-Croix
#> 4215                                       1921 Martigny-Croix
#> 4216      Avenue du Grand-Saint-Bernard 1, 1921 Martigny-Croix
#> 4217                                       1921 Martigny-Croix
#> 4218                                       1921 Martigny-Croix
#> 4219                       Martigny-Croix, 1921 Martigny-Croix
#> 4220                                               1922 Salvan
#> 4221                                               1922 Salvan
#> 4222                                               1922 Salvan
#> 4223                                               1922 Salvan
#> 4224                                               1922 Salvan
#> 4225                                       1923 Les Marécottes
#> 4226                                       1923 Les Marécottes
#> 4227                                       1923 Les Marécottes
#> 4228                                                1926 Fully
#> 4229                                                1926 Fully
#> 4230                                                1926 Fully
#> 4231                                                1926 Fully
#> 4232                                                1926 Fully
#> 4233                             Route du Carre 24, 1926 Fully
#> 4234                                                1926 Fully
#> 4235                                                1926 Fully
#> 4236                                                1926 Fully
#> 4237                                                1926 Fully
#> 4238                                                1926 Fully
#> 4239                                                1926 Fully
#> 4240                                                1926 Fully
#> 4241                                                1926 Fully
#> 4242                                                1926 Fully
#> 4243                                                1926 Fully
#> 4244                               Rue de l'Eglise, 1926 Fully
#> 4245                                                1926 Fully
#> 4246                               Rue de l'Eglise, 1926 Fully
#> 4247                                                1926 Fully
#> 4248                          Chemin Marais Roulet, 1926 Fully
#> 4249                                                1926 Fully
#> 4250                                                1926 Fully
#> 4251                                                1926 Fully
#> 4252                                                1926 Fully
#> 4253                       Chemin Marais Roulet 19, 1926 Fully
#> 4254                          Chemin Marais Roulet, 1926 Fully
#> 4255                                                1926 Fully
#> 4256                             Chemin des Ruches, 1926 Fully
#> 4257                                                1926 Fully
#> 4258                                                1926 Fully
#> 4259                                                1926 Fully
#> 4260                                                1926 Fully
#> 4261                        Route de le gare, 43 A, 1926 Fully
#> 4262                                                1926 Fully
#> 4263                                                1926 Fully
#> 4264                                                1926 Fully
#> 4265                             Chemin des Ruches, 1926 Fully
#> 4266                                                1926 Fully
#> 4267                                                1926 Fully
#> 4268                                                1926 Fully
#> 4269                                                1926 Fully
#> 4270                        Route de le gare, 43 A, 1926 Fully
#> 4271                                                1926 Fully
#> 4272                                                1926 Fully
#> 4273                                                1926 Fully
#> 4274                                                1926 Fully
#> 4275                                                1926 Fully
#> 4276                                                1926 Fully
#> 4277                                                1926 Fully
#> 4278                                                1926 Fully
#> 4279                          Route de Saillon 102, 1926 Fully
#> 4280                             Rue de l'Eglise 3, 1926 Fully
#> 4281                                                1926 Fully
#> 4282                                                1926 Fully
#> 4283                                                1926 Fully
#> 4284                                                1926 Fully
#> 4285                                                1926 Fully
#> 4286                                                1926 Fully
#> 4287                                                1926 Fully
#> 4288                                                1926 Fully
#> 4289                                                1926 Fully
#> 4290                                                1926 Fully
#> 4291                                                1926 Fully
#> 4292                                                1926 Fully
#> 4293                                                1926 Fully
#> 4294                                                1926 Fully
#> 4295                                                1926 Fully
#> 4296                                                1926 Fully
#> 4297                                                1926 Fully
#> 4298                                                1926 Fully
#> 4299                                                1926 Fully
#> 4300                                               1927 Chemin
#> 4301                                              1928 Ravoire
#> 4302                           Route de l'Eglise, 1928 Ravoire
#> 4303                                              1928 Ravoire
#> 4304                                              1928 Ravoire
#> 4305                                              1928 Ravoire
#> 4306                                          1933 Sembrancher
#> 4307                                          1933 Sembrancher
#> 4308                                          1933 Sembrancher
#> 4309                                          1933 Sembrancher
#> 4310                                   1933 Vens (Sembrancher)
#> 4311                                   1933 Vens (Sembrancher)
#> 4312                                   1933 Vens (Sembrancher)
#> 4313                                         1934 Le Châble VS
#> 4314                                         1934 Le Châble VS
#> 4315                                               1934 Bruson
#> 4316                                         1934 Le Châble VS
#> 4317                                         1934 Le Châble VS
#> 4318                                         1934 Le Châble VS
#> 4319                                         1934 Le Châble VS
#> 4320                                         1934 Le Châble VS
#> 4321                                         1934 Le Châble VS
#> 4322                                         1934 Le Châble VS
#> 4323                                         1934 Le Châble VS
#> 4324                                         1934 Le Châble VS
#> 4325                                         1934 Le Châble VS
#> 4326                                         1934 Le Châble VS
#> 4327                                         1934 Le Châble VS
#> 4328                             Ch. de Montaney, 1936 Verbier
#> 4329                            Varbye Résidence, 1936 Verbier
#> 4330                   Route du Centre Sportif 3, 1936 Verbier
#> 4331                                              1936 Verbier
#> 4332                        Ch. de Pra Michaud 6, 1936 Verbier
#> 4333                                              1936 Verbier
#> 4334                                             1937 Orsières
#> 4335                                             1937 Orsières
#> 4336                                             1937 Orsières
#> 4337                                             1937 Orsières
#> 4338                                             1937 Orsières
#> 4339                      Route de la Vallée 52, 1937 Orsières
#> 4340                                             1937 Orsières
#> 4341                                             1937 Orsières
#> 4342                                             1937 Orsières
#> 4343                                             1937 Orsières
#> 4344                                             1937 Orsières
#> 4345                                             1937 Orsières
#> 4346                      Route de la Vallée 22, 1937 Orsières
#> 4347                                             1937 Orsières
#> 4348                      Route de la Vallée 22, 1937 Orsières
#> 4349                                             1937 Orsières
#> 4350                                             1937 Orsières
#> 4351                                             1937 Orsières
#> 4352                         Route du Lac 24, 1938 Champex-Lac
#> 4353                                          1938 Champex-Lac
#> 4354                            Route du Lac 42, 1938 Orsières
#> 4355                                          1938 Champex-Lac
#> 4356                                          1938 Champex-Lac
#> 4357                         Route du Lac 24, 1938 Champex-Lac
#> 4358                                          1938 Champex-Lac
#> 4359                                          1938 Champex-Lac
#> 4360                            Route du Lac 42, 1938 Orsières
#> 4361                                          1938 Champex-Lac
#> 4362                                          1938 Champex-Lac
#> 4363                                             1941 Vollèges
#> 4364                                             1941 Vollèges
#> 4365                                             1941 Vollèges
#> 4366                                             1941 Vollèges
#> 4367                                             1941 Vollèges
#> 4368                                             1941 Vollèges
#> 4369                        Route d' Etiez, 1941 Val de Bagnes
#> 4370                                             1941 Vollèges
#> 4371                                             1941 Vollèges
#> 4372                                             1941 Vollèges
#> 4373                                     1941 Cries (Vollèges)
#> 4374                                             1941 Vollèges
#> 4375                                             1941 Vollèges
#> 4376                                             1941 Vollèges
#> 4377                                     1941 Cries (Vollèges)
#> 4378                                             1941 Vollèges
#> 4379                                             1941 Vollèges
#> 4380                                             1941 Vollèges
#> 4381                                             1941 Vollèges
#> 4382                                             1941 Vollèges
#> 4383                                             1941 Vollèges
#> 4384                                               1942 Levron
#> 4385                                               1942 Levron
#> 4386                           Praz-de-Fort, 1943 Praz-de-Fort
#> 4387                                          1944 La Fouly VS
#> 4388                                       Liddes, 1945 Liddes
#> 4389                                               1945 Liddes
#> 4390                                               1945 Liddes
#> 4391                                           1947 Versegères
#> 4392                                           1947 Versegères
#> 4393                                1947 Champsec (Versegères)
#> 4394                                           1947 Versegères
#> 4395                                           1947 Versegères
#> 4396                                           1947 Versegères
#> 4397                                           1947 Versegères
#> 4398                               1947 Prarreyer (Versegères)
#> 4399                                           1947 Versegères
#> 4400                                           1947 Versegères
#> 4401                                           1947 Versegères
#> 4402                                           1947 Versegères
#> 4403                                             1948 Sarreyer
#> 4404                          Route de Mauvoisin, 1948 Fionnay
#> 4405                                   Sarreyer, 1948 Sarreyer
#> 4406                                                 1950 Sion
#> 4407                            Rue du Gravelone 97, 1950 Sion
#> 4408                          Chemin de la Chapelle, 1950 Sion
#> 4409                                                 1950 Sion
#> 4410                                                 1950 Sion
#> 4411                                                 1950 Sion
#> 4412                          Chemin de la Chapelle, 1950 Sion
#> 4413                                                 1950 Sion
#> 4414                                                 1950 Sion
#> 4415                                                 1950 Sion
#> 4416                                                 1950 Sion
#> 4417                                                 1950 Sion
#> 4418                                                 1950 Sion
#> 4419                               Maurice Troillet, 1950 Sion
#> 4420                                                 1950 Sion
#> 4421                                                 1950 Sion
#> 4422                                                 1950 Sion
#> 4423                                                 1950 Sion
#> 4424                                                 1950 Sion
#> 4425                                                 1950 Sion
#> 4426                                                 1950 Sion
#> 4427                                                 1950 Sion
#> 4428                               Chemin du Clos 5, 1950 Sion
#> 4429                                                 1950 Sion
#> 4430                                                 1950 Sion
#> 4431                          Promenade du Canal 69, 1950 Sion
#> 4432                                           Sion, 1950 Sion
#> 4433                          Promenade du Canal 69, 1950 Sion
#> 4434                                                 1950 Sion
#> 4435                                                 1950 Sion
#> 4436                            Chemin de Gravelone, 1950 Sion
#> 4437                                                 1950 Sion
#> 4438                                                 1950 Sion
#> 4439                                                 1950 Sion
#> 4440                                                 1950 Sion
#> 4441                                                 1950 Sion
#> 4442                                                 1950 Sion
#> 4443                                                 1950 Sion
#> 4444                                Route d'Antzère, 1950 Sion
#> 4445                                                 1950 Sion
#> 4446                                                 1950 Sion
#> 4447                                                 1950 Sion
#> 4448                                                 1950 Sion
#> 4449                                                 1950 Sion
#> 4450                                                 1950 Sion
#> 4451                                                 1950 Sion
#> 4452                                                 1950 Sion
#> 4453                                                 1950 Sion
#> 4454                                 Avenue Ritz 33, 1950 Sion
#> 4455                                                 1950 Sion
#> 4456                                                 1950 Sion
#> 4457                                                 1950 Sion
#> 4458                             Rue de la Jonction, 1950 Sion
#> 4459                                                 1950 Sion
#> 4460                                                 1950 Sion
#> 4461                                                 1950 Sion
#> 4462                            Chemin de Gravelone, 1950 Sion
#> 4463                      Chemin du Carolet , Aproz, 1950 Sion
#> 4464                                           Sion, 1950 Sion
#> 4465                                                 1950 Sion
#> 4466                         Avenue de Pratifori 39, 1950 Sion
#> 4467                          Chemin de la Chapelle, 1950 Sion
#> 4468                            Chemin de Gravelone, 1950 Sion
#> 4469                                 Rue de l'envol, 1950 Sion
#> 4470                                                 1950 Sion
#> 4471                                 Rue du Rawil 9, 1950 Sion
#> 4472                       Rue du Puits-du-Géant 1a, 1950 Sion
#> 4473                                                 1950 Sion
#> 4474                                                 1950 Sion
#> 4475                                                 1950 Sion
#> 4476                                                 1950 Sion
#> 4477                                                 1950 Sion
#> 4478                                                 1950 Sion
#> 4479                                                 1950 Sion
#> 4480                                                 1950 Sion
#> 4481                                                 1950 Sion
#> 4482                                                 1950 Sion
#> 4483                                                 1950 Sion
#> 4484                                                 1950 Sion
#> 4485                                                 1950 Sion
#> 4486                                                 1950 Sion
#> 4487                                                 1950 Sion
#> 4488                                                 1950 Sion
#> 4489                                                 1950 Sion
#> 4490                                                 1950 Sion
#> 4491                                                 1950 Sion
#> 4492                                                 1950 Sion
#> 4493                          Promenade du Canal 69, 1950 Sion
#> 4494                                                 1950 Sion
#> 4495                                                 1950 Sion
#> 4496                                                 1950 Sion
#> 4497                                                 1950 Sion
#> 4498                          Chemin de la Chapelle, 1950 Sion
#> 4499                                                 1950 Sion
#> 4500                                                 1950 Sion
#> 4501                                      Gravelone, 1950 Sion
#> 4502                                                 1950 Sion
#> 4503                                                 1950 Sion
#> 4504                             Rue de la Jonction, 1950 Sion
#> 4505                                                 1950 Sion
#> 4506                                                 1950 Sion
#> 4507                                                 1950 Sion
#> 4508                                           Sion, 1950 Sion
#> 4509                                                 1950 Sion
#> 4510                                                 1950 Sion
#> 4511                            Rue du Gravelone 97, 1950 Sion
#> 4512                                                 1950 Sion
#> 4513                                                 1950 Sion
#> 4514                              Chemin du Carolet, 1950 Sion
#> 4515                          Chemin de la Chapelle, 1950 Sion
#> 4516                                                 1950 Sion
#> 4517                                                 1950 Sion
#> 4518                                                 1950 Sion
#> 4519                                                 1950 Sion
#> 4520                          Chemin de la Chapelle, 1950 Sion
#> 4521                                                 1950 Sion
#> 4522                                                 1950 Sion
#> 4523                                 Rue du Scex 53, 1950 Sion
#> 4524                                                 1950 Sion
#> 4525                                                 1950 Sion
#> 4526                               Maurice Troillet, 1950 Sion
#> 4527                                                 1950 Sion
#> 4528                         Chemin des Collines 20, 1950 Sion
#> 4529                                                 1950 Sion
#> 4530                                                 1950 Sion
#> 4531                                                 1950 Sion
#> 4532                              Rue de l'Envol 34, 1950 Sion
#> 4533                                           Sion, 1950 Sion
#> 4534                                                 1950 Sion
#> 4535                                                 1950 Sion
#> 4536                                                 1950 Sion
#> 4537                                 Avenue Ritz 33, 1950 Sion
#> 4538                                                 1950 Sion
#> 4539                                                 1950 Sion
#> 4540                           Rue de Gravelone, 76, 1950 Sion
#> 4541                                                 1950 Sion
#> 4542                              Chemin du Carolet, 1950 Sion
#> 4543                                                 1950 Sion
#> 4544                                                 1950 Sion
#> 4545                                Route d'Antzère, 1950 Sion
#> 4546                                                 1950 Sion
#> 4547                                                 1950 Sion
#> 4548                                                 1950 Sion
#> 4549                                             1955 Chamoson
#> 4550                                             1955 Chamoson
#> 4551                                             1955 Chamoson
#> 4552                                             1955 Chamoson
#> 4553                                             1955 Chamoson
#> 4554                                             1955 Chamoson
#> 4555                                   1955 Grugnay (Chamoson)
#> 4556                                             1955 Chamoson
#> 4557                                             1955 Chamoson
#> 4558                                             1955 Chamoson
#> 4559                                  1955 St-Pierre-de-Clages
#> 4560                                  1955 St-Pierre-de-Clages
#> 4561                                             1955 Chamoson
#> 4562                           Chemin de Parmay, 1955 Chamoson
#> 4563                                             1955 Chamoson
#> 4564                            Rue Plane Ville, 1955 Chamoson
#> 4565                            Rue Plane Ville, 1955 Chamoson
#> 4566                                             1955 Chamoson
#> 4567                                             1955 Chamoson
#> 4568                                             1955 Chamoson
#> 4569                                             1955 Chamoson
#> 4570                  Impasse Romane, 1955 St-Pierre-de-Clages
#> 4571                                Chemin Neuf, 1955 Chamoson
#> 4572                                   1955 Mayens-de-Chamoson
#> 4573                                             1955 Chamoson
#> 4574                                             1955 Chamoson
#> 4575                                             1955 Chamoson
#> 4576                                             1955 Chamoson
#> 4577                                             1955 Chamoson
#> 4578                                   1955 Mayens-de-Chamoson
#> 4579                                             1955 Chamoson
#> 4580                               1955 Les Vérines (Chamoson)
#> 4581                                             1955 Chamoson
#> 4582                                             1955 Chamoson
#> 4583                                  1955 St-Pierre-de-Clages
#> 4584                                             1955 Chamoson
#> 4585                       Rue de la Losentze 1, 1955 Chamoson
#> 4586                            Rue Plane Ville, 1955 Chamoson
#> 4587                                             1955 Chamoson
#> 4588                         Chemin du Poteu 14, 1955 Chamoson
#> 4589                                  1955 St-Pierre-de-Clages
#> 4590                                             1955 Chamoson
#> 4591                                   Chamoson, 1955 Chamoson
#> 4592                                             1955 Chamoson
#> 4593                                    1955 Némiaz (Chamoson)
#> 4594                                             1955 Chamoson
#> 4595                                             1955 Chamoson
#> 4596                                             1955 Chamoson
#> 4597                                             1955 Chamoson
#> 4598                            Rue Plane Ville, 1955 Chamoson
#> 4599                                   1955 Mayens-de-Chamoson
#> 4600                                             1955 Chamoson
#> 4601                                             1955 Chamoson
#> 4602                                             1955 Chamoson
#> 4603                       Chemin des Dzardis 5, 1955 Chamoson
#> 4604                                             1955 Chamoson
#> 4605                                                1957 Ardon
#> 4606                                                1957 Ardon
#> 4607                                                1957 Ardon
#> 4608                                                1957 Ardon
#> 4609                                                1957 Ardon
#> 4610                                                1957 Ardon
#> 4611                                                1957 Ardon
#> 4612                                                1957 Ardon
#> 4613                                                1957 Ardon
#> 4614                                                1957 Ardon
#> 4615                                                1957 Ardon
#> 4616                                                1957 Ardon
#> 4617                                                1957 Ardon
#> 4618                                                1957 Ardon
#> 4619                                                1957 Ardon
#> 4620                                                1957 Ardon
#> 4621                                                1957 Ardon
#> 4622                                                1957 Ardon
#> 4623                                                1957 Ardon
#> 4624                                                1957 Ardon
#> 4625                                                1957 Ardon
#> 4626                                                1957 Ardon
#> 4627                                                1957 Ardon
#> 4628                                                1957 Ardon
#> 4629                                                1957 Ardon
#> 4630                                                1957 Ardon
#> 4631                                                1957 Ardon
#> 4632                                                1957 Ardon
#> 4633                                                1957 Ardon
#> 4634                                                1957 Ardon
#> 4635                                                1957 Ardon
#> 4636                                                1957 Ardon
#> 4637                                                1957 Ardon
#> 4638                                                1957 Ardon
#> 4639                                                1957 Ardon
#> 4640                                         Ardon, 1957 Ardon
#> 4641                                Rue du Biais 8, 1957 Ardon
#> 4642                                                1957 Ardon
#> 4643                                                1957 Ardon
#> 4644                                                1957 Ardon
#> 4645                                                1957 Ardon
#> 4646                                                1957 Ardon
#> 4647                                                1957 Ardon
#> 4648                                                1957 Ardon
#> 4649                                                1957 Ardon
#> 4650                                                1957 Ardon
#> 4651                                                1957 Ardon
#> 4652                                                1957 Ardon
#> 4653                                                1957 Ardon
#> 4654                                                1957 Ardon
#> 4655                                               1958 Uvrier
#> 4656                                               1958 Uvrier
#> 4657                                               1958 Uvrier
#> 4658                                                 1958 Sion
#> 4659                                               1958 Uvrier
#> 4660                                               1958 Uvrier
#> 4661                                               1958 Uvrier
#> 4662                                               1958 Uvrier
#> 4663                                           1958 St-Léonard
#> 4664                                               1958 Uvrier
#> 4665                                               1958 Uvrier
#> 4666                                           1958 St-Léonard
#> 4667                                               1958 Uvrier
#> 4668                                           1958 St-Léonard
#> 4669                                               1958 Uvrier
#> 4670                                           1958 St-Léonard
#> 4671                                           1958 St-Léonard
#> 4672                                               1958 Uvrier
#> 4673                                               1958 Uvrier
#> 4674                                               1958 Uvrier
#> 4675                                           1958 St-Léonard
#> 4676                                               1958 Uvrier
#> 4677                                               1958 Uvrier
#> 4678                    Rue de la Jonction 15, 1958 St-Léonard
#> 4679                                           1958 St-Léonard
#> 4680                                               1958 Uvrier
#> 4681                                               1958 Uvrier
#> 4682                                               1958 Uvrier
#> 4683                                               1958 Uvrier
#> 4684                                               1958 Uvrier
#> 4685                                               1958 Uvrier
#> 4686                               St-Léonard, 1958 St-Léonard
#> 4687                                               1958 Uvrier
#> 4688                                           1958 St-Léonard
#> 4689                                               1958 Uvrier
#> 4690                                               1958 Uvrier
#> 4691                                               1958 Uvrier
#> 4692                                               1958 Uvrier
#> 4693                                               1958 Uvrier
#> 4694                                               1958 Uvrier
#> 4695                                               1958 Uvrier
#> 4696                                               1958 Uvrier
#> 4697                                               1958 Uvrier
#> 4698                                               1958 Uvrier
#> 4699                                           1958 St-Léonard
#> 4700                                               1958 Uvrier
#> 4701                          Rue de l'Alambic 19, 1958 Uvrier
#> 4702                                               1958 Uvrier
#> 4703                                           1958 St-Léonard
#> 4704                                               1958 Uvrier
#> 4705                                               1958 Uvrier
#> 4706                                               1958 Uvrier
#> 4707                                           1958 St-Léonard
#> 4708                                               1958 Uvrier
#> 4709                                               1958 Uvrier
#> 4710                                               1958 Uvrier
#> 4711                                               1958 Uvrier
#> 4712                                               1958 Uvrier
#> 4713                                               1958 Uvrier
#> 4714                                               1958 Uvrier
#> 4715                                               1958 Uvrier
#> 4716                                           1958 St-Léonard
#> 4717                                               1958 Uvrier
#> 4718                                               1958 Uvrier
#> 4719                                               1958 Uvrier
#> 4720                                           1958 St-Léonard
#> 4721                                               1958 Uvrier
#> 4722                                               1958 Uvrier
#> 4723                                               1958 Uvrier
#> 4724                                               1958 Uvrier
#> 4725                                               1958 Uvrier
#> 4726                                               1958 Uvrier
#> 4727                                               1958 Uvrier
#> 4728                                               1958 Uvrier
#> 4729                                           1958 St-Léonard
#> 4730                                               1958 Uvrier
#> 4731                          Rue de l'Alambic 19, 1958 Uvrier
#> 4732                                               1958 Uvrier
#> 4733                                               1958 Uvrier
#> 4734                                           1958 St-Léonard
#> 4735                                           1958 St-Léonard
#> 4736                                           1958 St-Léonard
#> 4737                                               1958 Uvrier
#> 4738                                               1958 Uvrier
#> 4739                                               1958 Uvrier
#> 4740                                               1958 Uvrier
#> 4741                                               1958 Uvrier
#> 4742                                               1958 Uvrier
#> 4743                            Route des oiseaux, 1958 Uvrier
#> 4744                                               1958 Uvrier
#> 4745                                           1958 St-Léonard
#> 4746                                               1958 Uvrier
#> 4747                     Rue du Chemin de Fer 150, 1958 Uvrier
#> 4748                                           1958 St-Léonard
#> 4749                                               1958 Uvrier
#> 4750                                               1958 Uvrier
#> 4751                                               1958 Uvrier
#> 4752                                           1961 Vernamiège
#> 4753                              1962 Pont-de-la-Morge (Sion)
#> 4754                              1962 Pont-de-la-Morge (Sion)
#> 4755                              1962 Pont-de-la-Morge (Sion)
#> 4756                              1962 Pont-de-la-Morge (Sion)
#> 4757                              1962 Pont-de-la-Morge (Sion)
#> 4758                                               1963 Vétroz
#> 4759                                               1963 Vétroz
#> 4760                                               1963 Vétroz
#> 4761                                               1963 Vétroz
#> 4762                                               1963 Vétroz
#> 4763                                               1963 Vétroz
#> 4764                                       Vétroz, 1963 Vétroz
#> 4765                        Avenue des Vergers 52, 1963 Vétroz
#> 4766                                               1963 Vétroz
#> 4767                        Avenue des Vergers 15, 1963 Vétroz
#> 4768                           Rue de la Millière, 1963 Vétroz
#> 4769                                               1963 Vétroz
#> 4770                                       Vétroz, 1963 Vétroz
#> 4771                                               1963 Vétroz
#> 4772                                               1963 Vétroz
#> 4773                                               1963 Vétroz
#> 4774                       Impasse des Plantys 29, 1963 Vétroz
#> 4775                                               1963 Vétroz
#> 4776                                               1963 Vétroz
#> 4777                                               1963 Vétroz
#> 4778                          Route du Petit-bois, 1963 Vétroz
#> 4779                                               1963 Vétroz
#> 4780                                               1963 Vétroz
#> 4781                                               1963 Vétroz
#> 4782                                               1963 Vétroz
#> 4783                                               1963 Vétroz
#> 4784                                       Vétroz, 1963 Vétroz
#> 4785                       Impasse des Plantys 29, 1963 Vétroz
#> 4786                                               1963 Vétroz
#> 4787                                               1963 Vétroz
#> 4788                                               1963 Vétroz
#> 4789                                               1963 Vétroz
#> 4790                                               1963 Vétroz
#> 4791                                               1963 Vétroz
#> 4792                         Rue du Pré-Fleuri 40, 1963 Vétroz
#> 4793                                               1963 Vétroz
#> 4794                                               1963 Vétroz
#> 4795                                               1963 Vétroz
#> 4796                                               1963 Vétroz
#> 4797                                               1963 Vétroz
#> 4798                                       Vétroz, 1963 Vétroz
#> 4799                         Avenue de la Gare 13, 1963 Vétroz
#> 4800                                               1963 Vétroz
#> 4801                           Rue de la Millière, 1963 Vétroz
#> 4802                                               1963 Vétroz
#> 4803                                       Vétroz, 1963 Vétroz
#> 4804                                               1963 Vétroz
#> 4805                         Rue de la Madelein 1, 1963 Vétroz
#> 4806                                               1963 Vétroz
#> 4807                                               1963 Vétroz
#> 4808                         Rue de Parcouret 20, 1964 Conthey
#> 4809                        Route des Bailles 10, 1964 Conthey
#> 4810                    Chemin de la Chapelle 11, 1964 Conthey
#> 4811                                              1964 Conthey
#> 4812                         Rue de Parcouret 20, 1964 Conthey
#> 4813                                              1964 Conthey
#> 4814                                              1964 Conthey
#> 4815                                              1964 Conthey
#> 4816                         Rue de Parcouret 71, 1964 Conthey
#> 4817                                              1964 Conthey
#> 4818                                              1964 Conthey
#> 4819                                              1964 Conthey
#> 4820                         Rue de Parcouret 20, 1964 Conthey
#> 4821                                              1964 Conthey
#> 4822                          Route d'Antzère 18, 1964 Conthey
#> 4823                                              1964 Conthey
#> 4824                                              1964 Conthey
#> 4825                                              1964 Conthey
#> 4826                         Rue de Parcouret 71, 1964 Conthey
#> 4827                                              1964 Conthey
#> 4828                                              1964 Conthey
#> 4829                                              1964 Conthey
#> 4830                                              1964 Conthey
#> 4831                                              1964 Conthey
#> 4832                                              1964 Conthey
#> 4833                                              1964 Conthey
#> 4834                                              1964 Conthey
#> 4835                                              1964 Conthey
#> 4836                                              1964 Conthey
#> 4837                                              1964 Conthey
#> 4838                                              1964 Conthey
#> 4839                                              1964 Conthey
#> 4840                                              1964 Conthey
#> 4841                       Rue des Grands Prés 3, 1964 Conthey
#> 4842                                              1964 Conthey
#> 4843                                              1964 Conthey
#> 4844                                              1964 Conthey
#> 4845                                              1964 Conthey
#> 4846                                              1964 Conthey
#> 4847                                              1964 Conthey
#> 4848                        Route des Bailles 10, 1964 Conthey
#> 4849                                              1964 Conthey
#> 4850                                              1964 Conthey
#> 4851                         Rue de Parcouret 71, 1964 Conthey
#> 4852                                              1964 Conthey
#> 4853                                              1964 Conthey
#> 4854                                              1964 Conthey
#> 4855                                              1964 Conthey
#> 4856                         Rue de Parcouret 71, 1964 Conthey
#> 4857                                              1964 Conthey
#> 4858                         Rue de Parcouret 20, 1964 Conthey
#> 4859                     Chemin des Nendards 12A, 1964 Conthey
#> 4860                                              1964 Conthey
#> 4861                                              1964 Conthey
#> 4862                                              1964 Conthey
#> 4863                                              1964 Conthey
#> 4864                                              1964 Conthey
#> 4865                                              1964 Conthey
#> 4866                                              1964 Conthey
#> 4867                                              1964 Conthey
#> 4868                                              1964 Conthey
#> 4869                                              1964 Conthey
#> 4870                             route d'Antzère, 1964 Conthey
#> 4871                                              1964 Conthey
#> 4872                      Rue des Grands Prés 86, 1964 Conthey
#> 4873                                              1964 Conthey
#> 4874                            Route d'Erbignon, 1964 Conthey
#> 4875                                              1964 Conthey
#> 4876                                              1965 Savièse
#> 4877                                              1965 Savièse
#> 4878                                    1965 Granois (Savièse)
#> 4879                                              1965 Savièse
#> 4880                                              1965 Savièse
#> 4881                                              1965 Savièse
#> 4882                                              1965 Savièse
#> 4883                                     1965 Roumaz (Savièse)
#> 4884               Route du Château 31, 1965 Granois (Savièse)
#> 4885                                              1965 Savièse
#> 4886                                              1965 Savièse
#> 4887                                              1965 Savièse
#> 4888                                              1965 Savièse
#> 4889                                              1965 Savièse
#> 4890                               Drone, 1965 Drône (Savièse)
#> 4891                      Granois Vae Plan Na 19, 1965 Savièse
#> 4892                         Route de Mourlandan, 1965 Savièse
#> 4893                                              1965 Savièse
#> 4894                                              1965 Savièse
#> 4895                                              1965 Savièse
#> 4896                                              1965 Savièse
#> 4897                                              1965 Savièse
#> 4898                                              1965 Savièse
#> 4899                                     1965 Roumaz (Savièse)
#> 4900                                              1965 Savièse
#> 4901                      Granois Vae Plan Na 19, 1965 Savièse
#> 4902                                              1965 Savièse
#> 4903                                              1965 Savièse
#> 4904                          Route de Lentine 9, 1965 Savièse
#> 4905                                      Ôrmone, 1965 Savièse
#> 4906                                              1965 Savièse
#> 4907                                              1965 Savièse
#> 4908               Route de Pradécor 5, 1965 Granois (Savièse)
#> 4909                                              1965 Savièse
#> 4910                                              1965 Savièse
#> 4911                                              1965 Savièse
#> 4912                                              1965 Savièse
#> 4913                                              1965 Savièse
#> 4914                                              1965 Savièse
#> 4915                         Route de Mourlandan, 1965 Savièse
#> 4916                                              1965 Savièse
#> 4917                                              1965 Savièse
#> 4918                                     1965 Roumaz (Savièse)
#> 4919                    Route de Diolly, 1965 Diolly (Savièse)
#> 4920                                              1965 Savièse
#> 4921                        Route de la Muraz 11, 1965 Savièse
#> 4922                                              1965 Savièse
#> 4923                                     1965 Diolly (Savièse)
#> 4924                                              1965 Savièse
#> 4925                                     Savièse, 1965 Savièse
#> 4926                                     Savièse, 1965 Savièse
#> 4927                                              1965 Savièse
#> 4928                                              1965 Savièse
#> 4929                      Route des Colantzes 29, 1965 Savièse
#> 4930                               Drone, 1965 Drône (Savièse)
#> 4931                                              1965 Savièse
#> 4932                                              1965 Savièse
#> 4933                                    1965 Granois (Savièse)
#> 4934                                              1965 Savièse
#> 4935                                              1965 Savièse
#> 4936                                              1965 Savièse
#> 4937                                              1965 Savièse
#> 4938                                              1965 Savièse
#> 4939                                              1965 Savièse
#> 4940                                     1965 Roumaz (Savièse)
#> 4941                                    1965 Granois (Savièse)
#> 4942                      Granois Vae Plan Na 19, 1965 Savièse
#> 4943                                              1965 Savièse
#> 4944                                              1965 Savièse
#> 4945                                              1965 Savièse
#> 4946                                              1965 Savièse
#> 4947                                              1965 Savièse
#> 4948                                              1965 Savièse
#> 4949                                              1965 Savièse
#> 4950                      Granois Vae Plan Na 19, 1965 Savièse
#> 4951                Rue de Chandolin, 1965 Chandolin (Savièse)
#> 4952                                     1965 Diolly (Savièse)
#> 4953                                              1965 Savièse
#> 4954                                      Ôrmone, 1965 Savièse
#> 4955                               Drone, 1965 Drône (Savièse)
#> 4956                                              1965 Savièse
#> 4957                                    1965 Granois (Savièse)
#> 4958                                              1965 Savièse
#> 4959                Rue de Chandolin, 1965 Chandolin (Savièse)
#> 4960                                              1965 Savièse
#> 4961                                              1965 Savièse
#> 4962                                              1965 Savièse
#> 4963                                     1965 Roumaz (Savièse)
#> 4964                         Route de Mourlandan, 1965 Savièse
#> 4965                                              1965 Savièse
#> 4966                                              1965 Savièse
#> 4967                                     1965 Roumaz (Savièse)
#> 4968                                              1965 Savièse
#> 4969                                              1965 Savièse
#> 4970                                              1965 Savièse
#> 4971                                              1965 Savièse
#> 4972                                              1965 Savièse
#> 4973                               Drone, 1965 Drône (Savièse)
#> 4974                      Route des Mouresses 17, 1965 Savièse
#> 4975                      Granois Vae Plan Na 19, 1965 Savièse
#> 4976                                     1965 Roumaz (Savièse)
#> 4977                                              1965 Savièse
#> 4978                                              1965 Savièse
#> 4979                                              1965 Savièse
#> 4980                                              1965 Savièse
#> 4981                      Route des Mouresses 17, 1965 Savièse
#> 4982                                              1965 Savièse
#> 4983                                              1965 Savièse
#> 4984                                              1965 Savièse
#> 4985                                              1965 Savièse
#> 4986                                      1966 Signèse (Ayent)
#> 4987                    Rue du Pissieu 33, 1966 Botyre (Ayent)
#> 4988                                                1966 Ayent
#> 4989                 Route de Signèse 59, 1966 Signèse (Ayent)
#> 4990                 Route de Signèse 59, 1966 Signèse (Ayent)
#> 4991                                       1966 Botyre (Ayent)
#> 4992                                                1966 Ayent
#> 4993                                      1966 Signèse (Ayent)
#> 4994                                    1966 St-Romain (Ayent)
#> 4995                                                1966 Ayent
#> 4996                                Rue du Pissieu, 1966 Ayent
#> 4997                                                1966 Ayent
#> 4998                                                1966 Ayent
#> 4999          Route Croix de la Mission, 1966 Blignoud (Ayent)
#> 5000                 Route de Signèse 19, 1966 Signèse (Ayent)
#> 5001                                              1966 Signèse
#> 5002                                                1966 Ayent
#> 5003                                                1966 Ayent
#> 5004         Route Croix de la Mission 7, 1966 Blignou (Ayent)
#> 5005                                      1966 Signèse (Ayent)
#> 5006                                                1966 Ayent
#> 5007                                                1966 Ayent
#> 5008                                                1966 Ayent
#> 5009                                                1966 Ayent
#> 5010                                                1966 Ayent
#> 5011                                                1966 Ayent
#> 5012                                                1966 Ayent
#> 5013                                      1966 Saxonne (Ayent)
#> 5014                                      1966 Saxonne (Ayent)
#> 5015                                       1966 Botyre (Ayent)
#> 5016                 Route de Signèse 59, 1966 Signèse (Ayent)
#> 5017         Route Croix de la Mission 7, 1966 Blignou (Ayent)
#> 5018                                                1966 Ayent
#> 5019                                       1966 Argnou (Ayent)
#> 5020                                                1966 Ayent
#> 5021                                                1966 Ayent
#> 5022                                Rue du Pissieu, 1966 Ayent
#> 5023                                      1966 Signèse (Ayent)
#> 5024                                          1966 Luc (Ayent)
#> 5025                                                1966 Ayent
#> 5026                                                1966 Ayent
#> 5027                                                1966 Ayent
#> 5028                                     1966 Blignoud (Ayent)
#> 5029                                      1966 Signèse (Ayent)
#> 5030          Route Croix de la Mission, 1966 Blignoud (Ayent)
#> 5031                                Rue du Pissieu, 1966 Ayent
#> 5032                 Route de Signèse 59, 1966 Signèse (Ayent)
#> 5033                                     1966 Fortunau (Ayent)
#> 5034          Route Champ de la Grange 36, 1966 Saxonne (Ayent
#> 5035                                                1966 Ayent
#> 5036                                    1966 St-Romain (Ayent)
#> 5037                                       1966 Botyre (Ayent)
#> 5038                                                1966 Ayent
#> 5039                                     1966 La Place (Ayent)
#> 5040                                      1966 Blignou (Ayent)
#> 5041                                              1967 Bramois
#> 5042                                              1967 Bramois
#> 5043                                              1967 Bramois
#> 5044                                              1967 Bramois
#> 5045                                              1967 Bramois
#> 5046                                              1967 Bramois
#> 5047                                              1967 Bramois
#> 5048                                              1967 Bramois
#> 5049                              Rue du Paradis, 1967 Bramois
#> 5050                                              1967 Bramois
#> 5051                                              1967 Bramois
#> 5052                                              1967 Bramois
#> 5053                                              1967 Bramois
#> 5054                                              1967 Bramois
#> 5055                                              1967 Bramois
#> 5056                                              1967 Bramois
#> 5057                                              1967 Bramois
#> 5058                     Rue de la Blantsette 54, 1967 Bramois
#> 5059                                              1967 Bramois
#> 5060                                              1967 Bramois
#> 5061                                              1967 Bramois
#> 5062                                              1967 Bramois
#> 5063                                              1967 Bramois
#> 5064                                              1967 Bramois
#> 5065                                              1967 Bramois
#> 5066                                              1967 Bramois
#> 5067                                              1967 Bramois
#> 5068                                              1967 Bramois
#> 5069                                              1967 Bramois
#> 5070                                              1967 Bramois
#> 5071                                              1967 Bramois
#> 5072                            Route de Bramois, 1967 Bramois
#> 5073                                                 1968 Mase
#> 5074                                         1969 St Martin VS
#> 5075                                         1969 Saint-Martin
#> 5076                                         1969 St-Martin VS
#> 5077                                            1971 Grimisuat
#> 5078                                            1971 Grimisuat
#> 5079                      Chemin des Ecouennes, 1971 Grimisuat
#> 5080                                             1971 Champlan
#> 5081                                            1971 Grimisuat
#> 5082                                            1971 Grimisuat
#> 5083                                            1971 Grimisuat
#> 5084                                 1971 Champlan (Grimisuat)
#> 5085                                 1971 Champlan (Grimisuat)
#> 5086                          Route des Combes, 1971 Grimisuat
#> 5087                       Route des Combes 47, 1971 Grimisuat
#> 5088                      Chemin des Versannes, 1971 Grimisuat
#> 5089                         28, Route d'Arbaz, 1971 Grimisuat
#> 5090                                            1971 Grimisuat
#> 5091                                            1971 Grimisuat
#> 5092              route de sion 16a, 1971 Champlan (Grimisuat)
#> 5093                                            1971 Grimisuat
#> 5094                                            1971 Grimisuat
#> 5095                           Rue du Levant 4, 1971 Grimisuat
#> 5096                                            1971 Grimisuat
#> 5097                                 1971 Champlan (Grimisuat)
#> 5098                                            1971 Grimisuat
#> 5099                                            1971 Grimisuat
#> 5100                                               1972 Anzère
#> 5101                                               1972 Anzère
#> 5102                                               1972 Anzère
#> 5103                            Rue du Wildhorn 8, 1972 Anzère
#> 5104                            Rue du Wildhorn 5, 1972 Anzère
#> 5105                                               1972 Anzère
#> 5106                                               1972 Anzère
#> 5107                                               1972 Anzère
#> 5108                            Rue du Wildhorn 4, 1972 Anzère
#> 5109                            Rue du Wildhorn 4, 1972 Anzère
#> 5110                                               1972 Anzère
#> 5111                                               1972 Anzère
#> 5112                                               1972 Anzère
#> 5113                                 Route Nord 1, 1972 Anzère
#> 5114                              Rue des Dailles, 1972 Anzère
#> 5115                                               1972 Anzère
#> 5116                              Rue du Wildhorn, 1972 Anzère
#> 5117                                               1972 Anzère
#> 5118                            Rue des Dailles 8, 1972 Anzère
#> 5119                                                  1973 Nax
#> 5120                                                  1973 Nax
#> 5121                                                  1973 Nax
#> 5122                                                  1973 Nax
#> 5123                                                  1973 Nax
#> 5124                                                  1973 Nax
#> 5125                                                1974 Arbaz
#> 5126                                                1974 Arbaz
#> 5127                                                1974 Arbaz
#> 5128                                                1974 Arbaz
#> 5129                                                1974 Arbaz
#> 5130                                                1974 Arbaz
#> 5131                           route du village 79, 1974 Arbaz
#> 5132                                                1974 Arbaz
#> 5133                                                1974 Arbaz
#> 5134                                                1974 Arbaz
#> 5135                                           1975 St-Séverin
#> 5136                                           1975 St-Séverin
#> 5137                                           1975 St-Séverin
#> 5138                                                 1976 Aven
#> 5139                                                 1976 Aven
#> 5140                          Route de Tsandoute, 1976 Conthey
#> 5141                                                 1976 Aven
#> 5142                          Route de Tsandoute, 1976 Conthey
#> 5143                                                 1976 Erde
#> 5144                               Som des Ceyves 9, 1976 Aven
#> 5145                                                 1976 Erde
#> 5146                                                 1976 Aven
#> 5147                                                 1976 Erde
#> 5148                                                 1976 Erde
#> 5149                                   Rue de Sadin, 1976 Erde
#> 5150                                                 1976 Aven
#> 5151                                           Aven, 1976 Aven
#> 5152                                                 1976 Erde
#> 5153                                                 1976 Aven
#> 5154                                                 1976 Erde
#> 5155                                Rue de Sadin, 1976 Conthey
#> 5156                                                 1976 Erde
#> 5157                                                 1976 Erde
#> 5158                                              1976 Daillon
#> 5159                                              1976 Daillon
#> 5160                  Rue de la Sainte-Famille 6, 1976 Conthey
#> 5161                                Rue de Sadin, 1976 Conthey
#> 5162                                                 1976 Aven
#> 5163                 Chemin Déjôt la Tsapellaz 13, 1977 Icogne
#> 5164                                               1977 Icogne
#> 5165                                               1977 Icogne
#> 5166                                               1977 Icogne
#> 5167                         Route du Grand Bisse, 1977 Icogne
#> 5168                       Route du Grand Bisse 3, 1977 Icogne
#> 5169                                               1977 Icogne
#> 5170                                               1977 Icogne
#> 5171                                               1977 Icogne
#> 5172                                               1977 Icogne
#> 5173                                               1977 Icogne
#> 5174                                               1977 Icogne
#> 5175                                               1977 Icogne
#> 5176                                               1977 Icogne
#> 5177                                               1977 Icogne
#> 5178                                                 1978 Lens
#> 5179                                 Route de Crans, 1978 Lens
#> 5180                                                 1978 Lens
#> 5181                                                 1978 Lens
#> 5182                                                 1978 Lens
#> 5183                                                 1978 Lens
#> 5184                                                 1978 Lens
#> 5185                                                 1978 Lens
#> 5186                               Route du Sergnou, 1978 Lens
#> 5187                              Route de Crans 12, 1978 Lens
#> 5188                                                 1978 Lens
#> 5189                             place du village 5, 1978 Lens
#> 5190                                                 1978 Lens
#> 5191                                                 1978 Lens
#> 5192                                                 1978 Lens
#> 5193                               Route du Sergnou, 1978 Lens
#> 5194                              Rue des Edelweiss, 1978 Lens
#> 5195                                                  1981 Vex
#> 5196                                                  1981 Vex
#> 5197                                                  1981 Vex
#> 5198                                                  1981 Vex
#> 5199                                                  1981 Vex
#> 5200                              Route de Courtille, 1981 Vex
#> 5201                                                  1981 Vex
#> 5202                                              1983 Evolène
#> 5203                                              1983 Evolène
#> 5204                          Route de la Gare 3, 1983 Evolène
#> 5205                                              1983 Evolène
#> 5206                                              1983 Evolène
#> 5207                                              1983 Evolène
#> 5208                                              1983 Evolène
#> 5209                                              1983 Evolène
#> 5210                     Route de Ferpècle 36, 1985 La Forclaz
#> 5211                                               1986 Arolla
#> 5212                                               1986 Arolla
#> 5213                                           1987 Les Masses
#> 5214                                           1987 Les Masses
#> 5215                                            1987 Hérémence
#> 5216                                            1987 Hérémence
#> 5217                                            1987 Hérémence
#> 5218                                            1987 Hérémence
#> 5219                                            1987 Hérémence
#> 5220                                            1987 Hérémence
#> 5221                                            1987 Hérémence
#> 5222                                            1987 Hérémence
#> 5223                Route de la Forêt-Derrière, 1987 Hérémence
#> 5224                                            1987 Hérémence
#> 5225                        Route du solitaire, 1987 Hérémence
#> 5226                                            1987 Hérémence
#> 5227                                            1987 Hérémence
#> 5228                                          1987 Les Collons
#> 5229                                            1987 Hérémence
#> 5230                                            1987 Hérémence
#> 5231                                            1987 Hérémence
#> 5232                                            1987 Hérémence
#> 5233                                   Thyon, 1987 Les Collons
#> 5234                                          1987 Les Collons
#> 5235                                            1987 Hérémence
#> 5236                                          1987 Les Collons
#> 5237                                            1987 Hérémence
#> 5238                                    1988 Thyon-Les Collons
#> 5239                                          1988 Les Collons
#> 5240                                          1988 Les Collons
#> 5241                                                1988 Thyon
#> 5242                       Route des Indivis, 1988 Les Collons
#> 5243                       Route des Indivis, 1988 Les Collons
#> 5244                       Route des Indivis, 1988 Les Collons
#> 5245                                          1988 Les Collons
#> 5246                                                  1988 Vex
#> 5247                                          1988 Les Collons
#> 5248                                          1988 Les Collons
#> 5249                                          1988 Les Collons
#> 5250                                          1988 Les Collons
#> 5251                             Route des Indivis, 1988 Thyon
#> 5252                                          1988 Les Collons
#> 5253                              Chemin du Tennis, 1988 Thyon
#> 5254                                          1988 Les Collons
#> 5255                                                  1988 Vex
#> 5256                                          1988 Les Collons
#> 5257                                          1988 Les Collons
#> 5258                                Rte des Masses, 1988 Thyon
#> 5259                Rte de la Forêt-Derrière, 1988 Les Collons
#> 5260                                          1988 Les Collons
#> 5261                                          1988 Les Collons
#> 5262                      Rue des Collons 20, 1988 Les Collons
#> 5263                                          1988 Les Collons
#> 5264                                          1988 Les Collons
#> 5265                                          1988 Les Collons
#> 5266                                                1988 Thyon
#> 5267                                                  1988 Vex
#> 5268                                          1988 Les Collons
#> 5269                                               1991 Salins
#> 5270                                               1991 Salins
#> 5271                                               1991 Salins
#> 5272                                               1991 Salins
#> 5273                                               1991 Salins
#> 5274                                               1991 Salins
#> 5275                                               1991 Salins
#> 5276                                               1991 Salins
#> 5277                                               1991 Salins
#> 5278                                               1991 Salins
#> 5279                                          1992 Les Agettes
#> 5280                                          1992 Les Agettes
#> 5281                                   1992 Les Mayens-de-Sion
#> 5282                  Chemin de la Tschoueille, 1993 Veysonnaz
#> 5283            Route des Hauts-de-Veysonnaz 1, 1993 Veysonnaz
#> 5284                                            1993 Veysonnaz
#> 5285                                            1993 Veysonnaz
#> 5286                                            1993 Veysonnaz
#> 5287                                            1993 Veysonnaz
#> 5288                                            1993 Veysonnaz
#> 5289                                            1993 Veysonnaz
#> 5290                    Chemin de la Ramuge 36, 1993 Veysonnaz
#> 5291                         Route de Magrappé, 1993 Veysonnaz
#> 5292      Route  des  Hauts - de - Veysonnaz 2, 1993 Veysonnaz
#> 5293                             Route d'Epran, 1993 Veysonnaz
#> 5294                                            1993 Veysonnaz
#> 5295                                            1993 Veysonnaz
#> 5296                             Chemin de Pra, 1993 Veysonnaz
#> 5297                          Route des Mayens, 1993 Veysonnaz
#> 5298                                            1993 Veysonnaz
#> 5299                                            1993 Veysonnaz
#> 5300                                            1993 Veysonnaz
#> 5301                                            1993 Veysonnaz
#> 5302                    Chemin de la Ramuge 36, 1993 Veysonnaz
#> 5303                                            1993 Veysonnaz
#> 5304                                            1993 Veysonnaz
#> 5305                       Route de telecabine, 1993 Veysonnaz
#> 5306                                            1993 Veysonnaz
#> 5307                         Rte des Mayens 40, 1993 Veysonnaz
#> 5308                          Route des Mayens, 1993 Veysonnaz
#> 5309                       Route de telecabine, 1993 Veysonnaz
#> 5310                           Route de Pra 10, 1993 Veysonnaz
#> 5311                                            1993 Veysonnaz
#> 5312                                            1993 Veysonnaz
#> 5313                             La Fantanette, 1993 Veysonnaz
#> 5314                                            1993 Veysonnaz
#> 5315                                            1993 Veysonnaz
#> 5316                          Route des Mayens, 1993 Veysonnaz
#> 5317                                            1993 Veysonnaz
#> 5318                                            1993 Veysonnaz
#> 5319                                            1993 Veysonnaz
#> 5320                         Rte des Mayens 40, 1993 Veysonnaz
#> 5321                                       1994 Aproz (Nendaz)
#> 5322                                                1994 Aproz
#> 5323                                                1994 Aproz
#> 5324                                                1994 Aproz
#> 5325                                         1994 Aproz (Sion)
#> 5326                                       1994 Aproz (Nendaz)
#> 5327                                       1994 Aproz (Nendaz)
#> 5328                                                1994 Aproz
#> 5329                                       1994 Aproz (Nendaz)
#> 5330                       Aproz (Nendaz), 1994 Aproz (Nendaz)
#> 5331                                       1994 Aproz (Nendaz)
#> 5332                                       1994 Aproz (Nendaz)
#> 5333                                                1994 Aproz
#> 5334                                         1994 Aproz (Sion)
#> 5335                      Chemin du Carolet, 1994 Aproz (Sion)
#> 5336                                         1994 Aproz (Sion)
#> 5337                                       1994 Aproz (Nendaz)
#> 5338                                                1994 Aproz
#> 5339                              Chemin du Carolet, 1994 Sion
#> 5340                                       1994 Aproz (Nendaz)
#> 5341                                       1994 Aproz (Nendaz)
#> 5342                                       1994 Aproz (Nendaz)
#> 5343                                         1994 Aproz (Sion)
#> 5344                                                1994 Aproz
#> 5345                    Chemin du Carolet, 1994 Aproz (Nendaz)
#> 5346                                       1994 Aproz (Nendaz)
#> 5347                                         1996 Basse-Nendaz
#> 5348                                   1996 Saclentse (Nendaz)
#> 5349                   Nendaz, Le Fou, 1996 Saclentse (Nendaz)
#> 5350                 Route de Plan-Baar 60, 1996 Baar (Nendaz)
#> 5351                                         1996 Fey (Nendaz)
#> 5352                                         1996 Basse-Nendaz
#> 5353                                     1996 Brignon (Nendaz)
#> 5354                                         1997 Haute-Nendaz
#> 5355                                         1997 Haute-Nendaz
#> 5356                                         1997 Haute-Nendaz
#> 5357               Chemin de la Coudreyge 7, 1997 Haute-Nendaz
#> 5358                        Route de l'Antenne 17, 1997 Nendaz
#> 5359                                         1997 Haute-Nendaz
#> 5360                                         1997 Haute-Nendaz
#> 5361                        Route de l'Antenne 17, 1997 Nendaz
#> 5362                                         1997 Haute-Nendaz
#> 5363                                         1997 Haute-Nendaz
#> 5364                    Chemin du Tsablo 22, 1997 Haute-Nendaz
#> 5365                                         1997 Haute-Nendaz
#> 5366                      Chemin du Maretse, 1997 Haute-Nendaz
#> 5367              route de la télécabine 55, 1997 Haute-Nendaz
#> 5368                Chemin de Préombâ 1, 1997 Sornard (Nendaz)
#> 5369                         Chemin du Clou, 1997 Haute-Nendaz
#> 5370                                         1997 Haute-Nendaz
#> 5371                  Chemin de Tsamandon 1, 1997 Haute-Nendaz
#> 5372                                         1997 Haute-Nendaz
#> 5373                                         1997 Haute-Nendaz
#> 5374                      Chemin de Chaédoz, 1997 Haute-Nendaz
#> 5375                                         1997 Haute-Nendaz
#> 5376                                         1997 Haute-Nendaz
#> 5377                  Route des Ecluses 103, 1997 Haute-Nendaz
#> 5378                                         1997 Haute-Nendaz
#> 5379                                         1997 Haute-Nendaz
#> 5380              Route de la Télécabine 73, 1997 Haute-Nendaz
#> 5381                          Chemin de Prameiraz, 1997 Nendaz
#> 5382                                         1997 Haute-Nendaz
#> 5383                                         1997 Haute-Nendaz
#> 5384                                         1997 Haute-Nendaz
#> 5385                                         1997 Haute-Nendaz
#> 5386                                         1997 Haute-Nendaz
#> 5387                                         1997 Haute-Nendaz
#> 5388                    Route des Clèves 12, 1997 Haute-Nendaz
#> 5389                                         1997 Haute-Nendaz
#> 5390                                         1997 Haute-Nendaz
#> 5391                     Ch. des Préomba 12, 1997 Haute-Nendaz
#> 5392                Chemin de Préombâ 1, 1997 Sornard (Nendaz)
#> 5393                    Chemin de la Tena 8, 1997 Haute-Nendaz
#> 5394                  Chemin de Tsamandon 1, 1997 Haute-Nendaz
#> 5395                                         1997 Haute-Nendaz
#> 5396                      Chemin du Praplan, 1997 Haute-Nendaz
#> 5397                           Haute-Nendaz, 1997 Haute-Nendaz
#> 5398                                         1997 Haute-Nendaz
#> 5399                      Chemin du Maretse, 1997 Haute-Nendaz
#> 5400                      Chemin du Praplan, 1997 Haute-Nendaz
#> 5401                        Route de l'Antenne 17, 1997 Nendaz
#> 5402                  Chemin de Tsamandon 1, 1997 Haute-Nendaz
#> 5403                                         1997 Haute-Nendaz
#> 5404                                         1997 Haute-Nendaz
#> 5405                                         1997 Haute-Nendaz
#> 5406                                         1997 Haute Nendaz
#> 5407                                         1997 Haute-Nendaz
#> 5408                                         1997 Haute-Nendaz
#> 5409                Chemin de Tsamandon 298, 1997 Haute-Nendaz
#> 5410                                         1997 Haute-Nendaz
#> 5411                                         1997 Haute-Nendaz
#> 5412     Chemin di Fontanne, 1997 Le Bleusy, 1997 Haute-Nendaz
#> 5413              Route de la Télécabine 73, 1997 Haute-Nendaz
#> 5414                     chemin de prameira, 1997 Haute-Nendaz
#> 5415                                         1997 Haute-Nendaz
#> 5416                                         1997 Haute-Nendaz
#> 5417                                         1997 Haute-Nendaz
#> 5418                    Chemin du Chaèdo 19, 1997 Haute-Nendaz
#> 5419                                         1997 Haute-Nendaz
#> 5420                                         1997 Haute-Nendaz
#> 5421                       Route de Sornard, 1997 Haute-Nendaz
#> 5422                     chemin de prameira, 1997 Haute-Nendaz
#> 5423                                            2000 Neuchâtel
#> 5424                                            2000 Neuchâtel
#> 5425                               A Neuchâtel, 2000 Neuchâtel
#> 5426                                 Neuchâtel, 2000 Neuchâtel
#> 5427                         Rue des Parcs 133, 2000 Neuchâtel
#> 5428                                 Neuchâtel, 2000 Neuchâtel
#> 5429                   Avenue Edouard-Dubois 5, 2000 Neuchâtel
#> 5430                   Avenue Edouard-Dubois 5, 2000 Neuchâtel
#> 5431                         Rue des Parcs 133, 2000 Neuchâtel
#> 5432                          Edouard Dubois 5, 2000 Neuchâtel
#> 5433                                 Neuchâtel, 2000 Neuchâtel
#> 5434                                 Neuchâtel, 2000 Neuchâtel
#> 5435                      Rue de la Perrière 2, 2000 Neuchâtel
#> 5436                      Rue de la Perrière 2, 2000 Neuchâtel
#> 5437                               A Neuchâtel, 2000 Neuchâtel
#> 5438                                 Neuchâtel, 2000 Neuchâtel
#> 5439                                 Neuchâtel, 2000 Neuchâtel
#> 5440                                 Neuchâtel, 2000 Neuchâtel
#> 5441                                            2000 Neuchâtel
#> 5442                                 Neuchâtel, 2000 Neuchâtel
#> 5443                                            2000 Neuchâtel
#> 5444                                            2000 Neuchâtel
#> 5445                               A Neuchâtel, 2000 Neuchâtel
#> 5446                    Avenue des Cadolles 8A, 2000 Neuchâtel
#> 5447                                 Neuchâtel, 2000 Neuchâtel
#> 5448                        Rue de l'Ecluse 46, 2000 Neuchâtel
#> 5449                         Rue des Parcs 133, 2000 Neuchâtel
#> 5450                          Rue de la Dîme 9, 2000 Neuchâtel
#> 5451                        Rue de l'Ecluse 46, 2000 Neuchâtel
#> 5452                       Escalier Immobilier, 2000 Neuenburg
#> 5453                        Rue de l'Ecluse 46, 2000 Neuchâtel
#> 5454                                            2000 Neuchâtel
#> 5455                                 Neuchâtel, 2000 Neuchâtel
#> 5456                                            2000 Neuchâtel
#> 5457                                            2000 Neuchâtel
#> 5458                   Avenue Edouard-Dubois 5, 2000 Neuchâtel
#> 5459                        Rue des Draizes 79, 2000 Neuchâtel
#> 5460                                 Neuchâtel, 2000 Neuchâtel
#> 5461                         Rue des Parcs 133, 2000 Neuchâtel
#> 5462                                            2000 Neuchâtel
#> 5463                   Avenue Edouard-Dubois 5, 2000 Neuchâtel
#> 5464                      Rue du Verger-Rond 1, 2000 Neuchâtel
#> 5465                    Esc de l'Immobilière 1, 2000 Neuchâtel
#> 5466                      Rue de la Perrière 2, 2000 Neuchâtel
#> 5467                   Avenue Edouard-Dubois 5, 2000 Neuchâtel
#> 5468                      Rue de la Perrière 2, 2000 Neuchâtel
#> 5469                        Rue de l'Ecluse 46, 2000 Neuchâtel
#> 5470                                 Neuchâtel, 2000 Neuchâtel
#> 5471                  Chemin des Valangines 19, 2000 Neuchâtel
#> 5472                                            2000 Neuchâtel
#> 5473                                 Neuchâtel, 2000 Neuchâtel
#> 5474                                 Brena 13a, 2012 Auvernier
#> 5475                                         2013 Colombier NE
#> 5476                                         2013 Colombier NE
#> 5477                       Allée du Bied 45, 2013 Colombier NE
#> 5478             Route de la Traversière 13, 2013 Colombier NE
#> 5479                                         2013 Colombier NE
#> 5480                                                 2014 Bôle
#> 5481                                           Bôle, 2014 Bôle
#> 5482                               Rue du Temple 14, 2014 Bôle
#> 5483                                           Bôle, 2014 Bôle
#> 5484                                                 2014 Bôle
#> 5485                                           2016 Cortaillod
#> 5486                   Chemin de Sonressert 1, 2016 Cortaillod
#> 5487                                           2016 Cortaillod
#> 5488                                           2016 Cortaillod
#> 5489                              Polonais 16, 2016 Cortaillod
#> 5490                                           2016 Cortaillod
#> 5491                                           2016 Cortaillod
#> 5492                   Chemin de Sonressert 1, 2016 Cortaillod
#> 5493                               Cortaillod, 2016 Cortaillod
#> 5494                                           2016 Cortaillod
#> 5495                                           2016 Cortaillod
#> 5496                                       Boudry, 2017 Boudry
#> 5497                                               2017 Boudry
#> 5498                                       Boudry, 2017 Boudry
#> 5499                                               2017 Boudry
#> 5500                                               2017 Boudry
#> 5501                               Louis-Favre 23, 2017 Boudry
#> 5502                                               2017 Boudry
#> 5503                        Route de Trois Rods 2, 2017 Boudry
#> 5504                                               2017 Boudry
#> 5505                                               2017 Boudry
#> 5506                    Chemin de la Baconnière 3, 2017 Boudry
#> 5507                                 Rochefort, 2019 Rochefort
#> 5508                                 Rochefort, 2019 Rochefort
#> 5509                                 Rochefort, 2019 Rochefort
#> 5510                                 Rochefort, 2019 Rochefort
#> 5511                           A Chambrelien, 2019 Chambrelien
#> 5512                                 Rochefort, 2019 Rochefort
#> 5513                                 Rochefort, 2019 Rochefort
#> 5514                                 Rochefort, 2019 Rochefort
#> 5515                                 Rochefort, 2019 Rochefort
#> 5516                                 Rochefort, 2019 Rochefort
#> 5517                                            2019 Rochefort
#> 5518                             Chambrelien, 2019 Chambrelien
#> 5519                                               2022 Bevaix
#> 5520                                               2022 Bevaix
#> 5521              Chemin des Chapons-des-Prés 14b, 2022 Bevaix
#> 5522                                               2022 Bevaix
#> 5523                       Chemin des Murdines 24, 2022 Bevaix
#> 5524                                               2022 Bevaix
#> 5525                                               2022 Bevaix
#> 5526              Chemin des Chapons-des-Prés 14b, 2022 Bevaix
#> 5527                                               2022 Bevaix
#> 5528                        Chemin des Joyeuses 5, 2022 Bevaix
#> 5529                                       Bevaix, 2022 Bevaix
#> 5530                                   Château 8d, 2022 Bevaix
#> 5531                                               2022 Bevaix
#> 5532                                     Gorgier, 2023 Gorgier
#> 5533                                              2023 Gorgier
#> 5534                        Ruelle de la Forge 2, 2023 Gorgier
#> 5535                                              2023 Gorgier
#> 5536                                   A Gorgier, 2023 Gorgier
#> 5537                                     Gorgier, 2023 Gorgier
#> 5538                 Rue de l'Hôpital 8A, 2024 St-Aubin-Sauges
#> 5539                     St-Aubin-Sauges, 2024 St-Aubin-Sauges
#> 5540            Rue du Crêt-de-la-Fin 18, 2024 St-Aubin-Sauges
#> 5541                     St-Aubin-Sauges, 2024 St-Aubin-Sauges
#> 5542                                    2024 La Grande Béroche
#> 5543                   A St-Aubin-Sauges, 2024 St-Aubin-Sauges
#> 5544                     St-Aubin-Sauges, 2024 St-Aubin-Sauges
#> 5545                 Rue de l'Hôpital 8A, 2024 St-Aubin-Sauges
#> 5546                     St-Aubin-Sauges, 2024 St-Aubin-Sauges
#> 5547                                         2025 Chez-le-Bart
#> 5548                   Chemin des Moines 11, 2025 Chez-le-Bart
#> 5549                   Chemin des Moines 11, 2025 Chez-le-Bart
#> 5550                      Rue du Littoral 3, 2025 Chez-le-Bart
#> 5551                     Rue du Littoral 61, 2025 Chez-le-Bart
#> 5552                   Chemin des Moines 11, 2025 Chez-le-Bart
#> 5553                                         2025 Chez-le-Bart
#> 5554                      Rue du Littoral 3, 2025 Chez-le-Bart
#> 5555                                         2025 Chez-le-Bart
#> 5556                                         2025 Chez-le-Bart
#> 5557                  Route de la Foulaz 20, 2025 Chez-le-Bart
#> 5558                   Chemin des Moines 11, 2025 Chez-le-Bart
#> 5559                                         2025 Chez-le-Bart
#> 5560                    Rue de la Foulaz 28, 2025 Chez-le-Bart
#> 5561                  Route de la Foulaz 20, 2025 Chez-le-Bart
#> 5562                                              2027 Fresens
#> 5563                              Rue de Rugin 1A, 2034 Peseux
#> 5564                                               2034 Peseux
#> 5565                          Rue de Corcelles 12, 2034 Peseux
#> 5566                               Rue des Combes, 2034 Peseux
#> 5567                          Rue de Corcelles 12, 2034 Peseux
#> 5568                          Rue de Corcelles 12, 2034 Peseux
#> 5569                      Chemin de la Chênaie 10, 2034 Peseux
#> 5570                               Rue des Combes, 2034 Peseux
#> 5571                                               2034 Peseux
#> 5572                         Cudeau-du-Haut, 2035 Corcelles NE
#> 5573                                         2035 Corcelles NE
#> 5574                      Rue de la Gare 5a, 2035 Corcelles NE
#> 5575                                         2035 Corcelles NE
#> 5576                 Rue de la Chapelle 17D, 2035 Corcelles NE
#> 5577                 Rue de la Chapelle 17D, 2035 Corcelles NE
#> 5578                                         2035 Corcelles NE
#> 5579                     Rue du Cudeau-du-Haut, 2035 Neuchâtel
#> 5580                     Rue du Cudeau-du-Haut, 2035 Neuchâtel
#> 5581                           Cormondrèche, 2036 Cormondrèche
#> 5582                         A Cormondrèche, 2036 Cormondrèche
#> 5583                          Villarets 29a, 2036 Cormondrèche
#> 5584                           Cormondrèche, 2036 Cormondrèche
#> 5585                             Montezillon, 2037 Montezillon
#> 5586                        Chemin des Pins 5, 2037 Montmollin
#> 5587                        Chemin des Pins 5, 2037 Montmollin
#> 5588                                           2037 Montmollin
#> 5589                        Chemin des Pins 5, 2037 Montmollin
#> 5590                                          2037 Montezillon
#> 5591                        Chemin des Pins 5, 2037 Montmollin
#> 5592                        Chemin des Pins 5, 2037 Montmollin
#> 5593                        Chemin des Pins 5, 2037 Montmollin
#> 5594                              Bellevue 1, 2037 Montezillon
#> 5595                                             2042 Valangin
#> 5596                  Chemin de Bellevue 10, 2046 Fontaines NE
#> 5597                                         2046 Fontaines NE
#> 5598                                 Fontaines, 2046 Fontaines
#> 5599                  Chemin de Bellevue 10, 2046 Fontaines NE
#> 5600                                        2052 Fontainemelon
#> 5601                        Les Loges 8, 2052 La Vue-des-Alpes
#> 5602                          Rue Crêt-Debély 21, 2053 Cernier
#> 5603                          Rue Crêt-Debély 19, 2053 Cernier
#> 5604                                              2053 Cernier
#> 5605                          Rue Crêt-Debély 19, 2053 Cernier
#> 5606                          Rue Crêt-Debély 19, 2053 Cernier
#> 5607                                              2053 Cernier
#> 5608                                     Cernier, 2053 Cernier
#> 5609                                     Cernier, 2053 Cernier
#> 5610                 Chézard-St-Martin, 2054 Chézard-St-Martin
#> 5611                 Chézard-St-Martin, 2054 Chézard-St-Martin
#> 5612                                    2054 Chézard-St-Martin
#> 5613                                           2056 Dombresson
#> 5614                                           2056 Dombresson
#> 5615                                             2057 Villiers
#> 5616                                             2057 Villiers
#> 5617                                             2057 Villiers
#> 5618                                             2057 Villiers
#> 5619                                             2057 Villiers
#> 5620                         Le Pâquier NE, 2058 Le Pâquier NE
#> 5621                         Le Pâquier NE, 2058 Le Pâquier NE
#> 5622                                            2063 Vilars NE
#> 5623                                            2063 Vilars NE
#> 5624                                 Savagnier, 2065 Savagnier
#> 5625                               A Savagnier, 2065 Savagnier
#> 5626                  Chemin des Jardillets, 2068 Hauterive NE
#> 5627                                            2068 Hauterive
#> 5628                Chemin des Jardillets 8, 2068 Hauterive NE
#> 5629                               La Marnière, 2068 Hauterive
#> 5630                               La Marnière, 2068 Hauterive
#> 5631                            La Marnière 57, 2068 Hauterive
#> 5632                Chemin des Jardillets 8, 2068 Hauterive NE
#> 5633                        Sous-le-Château, 2068 Hauterive NE
#> 5634                     Rue de la Maigroge 14, 2072 St-Blaise
#> 5635                        Chemin du Tertre 3, 2072 St-Blaise
#> 5636                                 St-Blaise, 2072 St-Blaise
#> 5637                                 St-Blaise, 2072 St-Blaise
#> 5638                               A St-Blaise, 2072 St-Blaise
#> 5639                                       2074 Marin-Epagnier
#> 5640               Verger-des-Fontaines 7, 2074 Marin-Epagnier
#> 5641                       Marin-Epagnier, 2074 Marin-Epagnier
#> 5642                                       2074 Marin-Epagnier
#> 5643                                       2074 Marin-Epagnier
#> 5644                                     Thielle, 2075 Thielle
#> 5645                                           2087 Cornaux NE
#> 5646                                           2087 Cornaux NE
#> 5647                                          2088 Cressier NE
#> 5648                                          2088 Cressier NE
#> 5649                       Route de Neuchâtel 5, 2088 Cressier
#> 5650                       Route de Neuchâtel 5, 2088 Cressier
#> 5651                                             2088 Cressier
#> 5652                             La Mercière 4, 2103 Noiraigue
#> 5653                      Rue de la Promenade 23, 2105 Travers
#> 5654                                               2108 Couvet
#> 5655                        Rue Edouard-Dubied 13, 2108 Couvet
#> 5656                        Rue Edouard-Dubied 13, 2108 Couvet
#> 5657                                               2108 Couvet
#> 5658                        Rue Edouard-Dubied 13, 2108 Couvet
#> 5659                        Rue Edouard-Dubied 13, 2108 Couvet
#> 5660                          Rue Louis-Pernod 12, 2108 Couvet
#> 5661                                               2108 Couvet
#> 5662                        Rue Edouard-Dubied 13, 2108 Couvet
#> 5663                                             2114 Fleurier
#> 5664                               Rue du Pré 1, 2114 Fleurier
#> 5665                                   Fleurier, 2114 Fleurier
#> 5666                Chemin des Alisiers 1, 2114 Val-de-Travers
#> 5667                                   Fleurier, 2114 Fleurier
#> 5668                               Rue du Pré 1, 2114 Fleurier
#> 5669                                   Fleurier, 2114 Fleurier
#> 5670                               Le Faubourg 28, 2115 Buttes
#> 5671                                        2123 St-Sulpice NE
#> 5672                                        2123 St-Sulpice NE
#> 5673                                        2123 St-Sulpice NE
#> 5674                                        2123 St-Sulpice NE
#> 5675                                        2126 Les Verrières
#> 5676                     Champ-du-Moulin, 2149 Champ-du-Moulin
#> 5677            Rue de la Gare, 2206 Les Geneveys-sur-Coffrane
#> 5678 Les Geneveys-sur-Coffrane, 2206 Les Geneveys-sur-Coffrane
#> 5679 Les Geneveys-sur-Coffrane, 2206 Les Geneveys-sur-Coffrane
#> 5680            Rue de la Gare, 2206 Les Geneveys-sur-Coffrane
#> 5681 Les Geneveys-sur-Coffrane, 2206 Les Geneveys-sur-Coffrane
#> 5682            Rue de la Gare, 2206 Les Geneveys-sur-Coffrane
#> 5683                  Route du Mont-Racine 10, 2206 Val-de-Ruz
#> 5684                            2206 Les Geneveys-sur-Coffrane
#> 5685   Route du Mont-Racine 10, 2206 Les Geneveys-sur-Coffrane
#> 5686                            2206 Les Geneveys-sur-Coffrane
#> 5687 Les Geneveys-sur-Coffrane, 2206 Les Geneveys-sur-Coffrane
#> 5688            Rue de la Gare, 2206 Les Geneveys-sur-Coffrane
#> 5689 Les Geneveys-sur-Coffrane, 2206 Les Geneveys-sur-Coffrane
#> 5690 Les Geneveys-sur-Coffrane, 2206 Les Geneveys-sur-Coffrane
#> 5691                             Orée, 2208 Les Hauts-Geneveys
#> 5692                             Orée, 2208 Les Hauts-Geneveys
#> 5693                             Orée, 2208 Les Hauts-Geneveys
#> 5694                                   2208 Les Hauts-Geneveys
#> 5695         Route de la Jonchère 13A, 2208 Les Hauts-Geneveys
#> 5696                                   2208 Les Hauts-Geneveys
#> 5697                             Orée, 2208 Les Hauts-Geneveys
#> 5698                                    2300 La Chaux-de-Fonds
#> 5699               A La Chaux-de-Fonds, 2300 La Chaux-de-Fonds
#> 5700                Rue du Progrès 137, 2300 La Chaux-de-Fonds
#> 5701                Rue du Progrès 137, 2300 La Chaux-de-Fonds
#> 5702                                    2300 La Chaux-de-Fonds
#> 5703           Rue du Point-du-Jour 15, 2300 La Chaux-de-Fonds
#> 5704                Rue du Progrès 137, 2300 La Chaux-de-Fonds
#> 5705                Rue du Progrès 137, 2300 La Chaux-de-Fonds
#> 5706              Fritz-Courvoisier 55, 2300 La Chaux-de-Fonds
#> 5707                Rue du Progrès 137, 2300 La Chaux-de-Fonds
#> 5708         Promenade Le Corbusier 11, 2300 La Chaux-de-Fonds
#> 5709                                    2300 La Chaux-de-Fonds
#> 5710          Chemin des Prés-Verts 15, 2300 La Chaux-de-Fonds
#> 5711                                    2300 La Chaux-de-Fonds
#> 5712                   Rue du Nord 121, 2300 La Chaux-de-Fonds
#> 5713                                    2300 La Chaux-de-Fonds
#> 5714                                    2300 La Chaux-de-Fonds
#> 5715                                    2300 La Chaux-de-Fonds
#> 5716                Rue du Progrès 137, 2300 La Chaux-de-Fonds
#> 5717              Rue du Point-du-Jour, 2300 La Chaux-de-Fonds
#> 5718              Fritz-Courvoisier 55, 2300 La Chaux-de-Fonds
#> 5719             Rue des 22-Cantons 46, 2300 La Chaux-de-Fonds
#> 5720                   Rue du Doubs 87, 2300 La Chaux-de-Fonds
#> 5721                Rue du Progrès 137, 2300 La Chaux-de-Fonds
#> 5722                 La Chaux-de-Fonds, 2300 La Chaux-de-Fonds
#> 5723                Rue du Progrès 137, 2300 La Chaux-de-Fonds
#> 5724             Rue des Montagnons 22, 2300 La Chaux-de-Fonds
#> 5725                                    2300 La Chaux-de-Fonds
#> 5726                Rue des Crêtets 87, 2300 La Chaux-de-Fonds
#> 5727                                    2300 La Chaux-de-Fonds
#> 5728                                    2300 La Chaux-de-Fonds
#> 5729                                    2300 La Chaux-de-Fonds
#> 5730                   Rue du Parc 129, 2300 La Chaux-de-Fonds
#> 5731                                    2300 La Chaux-de-Fonds
#> 5732                                    2300 La Chaux-de-Fonds
#> 5733                                    2300 La Chaux-de-Fonds
#> 5734              Fritz-Courvoisier 55, 2300 La Chaux-de-Fonds
#> 5735          Chemin des Prés-Verts 15, 2300 La Chaux-de-Fonds
#> 5736                                    2300 La Chaux-de-Fonds
#> 5737                 La Chaux-de-Fonds, 2300 La Chaux-de-Fonds
#> 5738                 La Chaux-de-Fonds, 2300 La Chaux-de-Fonds
#> 5739           Rue du Point-du-Jour 15, 2300 La Chaux-de-Fonds
#> 5740                 La Chaux-de-Fonds, 2300 La Chaux-de-Fonds
#> 5741                                    2300 La Chaux-de-Fonds
#> 5742                                    2300 La Chaux-de-Fonds
#> 5743                Rue du Progrès 137, 2300 La Chaux-de-Fonds
#> 5744                                    2300 La Chaux-de-Fonds
#> 5745                                    2300 La Chaux-de-Fonds
#> 5746                 La Chaux-de-Fonds, 2300 La Chaux-de-Fonds
#> 5747              Rue des Combettes 25, 2300 La Chaux-de-Fonds
#> 5748        Boulevard des Eplatures 60, 2300 La Chaux-de-Fonds
#> 5749           Rue du Point-du-Jour 14, 2300 La Chaux-de-Fonds
#> 5750                                  2316 Les Ponts-de-Martel
#> 5751                                  2316 Les Ponts de Martel
#> 5752                                  2316 Les Ponts-de-Martel
#> 5753                                  2316 Les Ponts de Martel
#> 5754                                  2316 Les Ponts de Martel
#> 5755                                  2316 Les Ponts-de-Martel
#> 5756                                  2316 Les Ponts-de-Martel
#> 5757                                             2336 Les Bois
#> 5758                            Rue du Doubs 19, 2336 Les Bois
#> 5759                            Rue du Doubs 19, 2336 Les Bois
#> 5760                            Rue du Doubs 19, 2336 Les Bois
#> 5761                                             2336 Les Bois
#> 5762                            Rue du Doubs 19, 2336 Les Bois
#> 5763                                   Les Bois, 2336 Les Bois
#> 5764                                             2336 Les Bois
#> 5765                        Le Cerneux-Godat 19, 2336 Les Bois
#> 5766                                          2340 Le Noirmont
#> 5767                                          2340 Le Noirmont
#> 5768                           Les Breuleux, 2345 Les Breuleux
#> 5769                                         2345 Les Breuleux
#> 5770                                         2350 Saignelégier
#> 5771                                           2362 Montfaucon
#> 5772                        chemin des aulnes 2, 2400 Le Locle
#> 5773                         Chemin de Jolimont, 2400 Le Locle
#> 5774                       Rue des Jeanneret 57, 2400 Le Locle
#> 5775                                             2400 Le Locle
#> 5776                           Les Replattes 13, 2400 Le Locle
#> 5777                       Rue des Jeanneret 57, 2400 Le Locle
#> 5778                                             2400 Le Locle
#> 5779                      Rue des Cardamines 13, 2400 Le Locle
#> 5780                                             2400 Le Locle
#> 5781                                   Le Locle, 2400 Le Locle
#> 5782                                             2400 Le Locle
#> 5783                        Rue le Corbusier 26, 2400 Le Locle
#> 5784                                             2400 Le Locle
#> 5785                                   Le Locle, 2400 Le Locle
#> 5786                       Coteau de la Fiaz 23, 2400 Le Locle
#> 5787                        Rue de la Jaluse 25, 2400 Le Locle
#> 5788                                 A Le Locle, 2400 Le Locle
#> 5789                                             2400 Le Locle
#> 5790                                   Le Locle, 2400 Le Locle
#> 5791                                   2405 La Chaux-du-Milieu
#> 5792                      Les Grands-Prés 25, 2416 Les Brenets
#> 5793                            Beau-Site 1B, 2416 Les Brenets
#> 5794                          Oberer Quai 96, 2502 Biel/Bienne
#> 5795                                          2502 Biel/Bienne
#> 5796                                        2502 Biel / Bienne
#> 5797                             Schützengasse, 2502 Biel (BE)
#> 5798                                          2502 Biel/Bienne
#> 5799                                          2502 Biel/Bienne
#> 5800                                          2502 Biel/Bienne
#> 5801                                        2502 Biel / Bienne
#> 5802                          Oberer Quai 96, 2502 Biel/Bienne
#> 5803                             Biel/Bienne, 2502 Biel/Bienne
#> 5804                                          2503 Biel/Bienne
#> 5805                           Blumenrain 68, 2503 Biel/Bienne
#> 5806                              Waldeggweg, 2503 Biel/Bienne
#> 5807                                          2503 Biel/Bienne
#> 5808                        Mattenstrasse 86, 2503 Biel/Bienne
#> 5809                             Biel/Bienne, 2503 Biel/Bienne
#> 5810                              Waldeggweg, 2503 Biel/Bienne
#> 5811                                          2503 Biel/Bienne
#> 5812                                          2503 Biel/Bienne
#> 5813                             Biel/Bienne, 2503 Biel/Bienne
#> 5814                              Waldeggweg, 2503 Biel/Bienne
#> 5815                              Waldeggweg, 2503 Biel/Bienne
#> 5816                                          2503 Biel/Bienne
#> 5817                              Waldeggweg, 2503 Biel/Bienne
#> 5818                              Waldeggweg, 2503 Biel/Bienne
#> 5819                           Blumenrain 68, 2503 Biel/Bienne
#> 5820                           Eidochsweg 21, 2503 Biel/Bienne
#> 5821                           Südstrasse 51, 2504 Biel/Bienne
#> 5822                     Gottstattstrasse 67, 2504 Biel/Bienne
#> 5823                            Pierre-Grise, 2504 Biel/Bienne
#> 5824                            Pierre-Grise, 2504 Biel/Bienne
#> 5825                                          2504 Biel/Bienne
#> 5826                           Südstrasse 51, 2504 Biel/Bienne
#> 5827                     Bözingenstrasse 127, 2504 Biel/Bienne
#> 5828                         Bielweg 2, 2512 Tüscherz-Alfermée
#> 5829                         Bielweg 2, 2512 Tüscherz-Alfermée
#> 5830                                     Gässli 12, 2513 Twann
#> 5831                                  La rafour 6, 2515 Prêles
#> 5832                                               2515 Prêles
#> 5833                            Route de Diesse 3, 2515 Prêles
#> 5834                                                 2518 Nods
#> 5835                                                 2518 Nods
#> 5836                                                 2518 Nods
#> 5837                                                 2518 Nods
#> 5838                              Route de Diesse 6, 2518 Nods
#> 5839                                            2523 Lignières
#> 5840                         Chemin de l'Adret, 2523 Lignières
#> 5841                                            2523 Lignières
#> 5842                       Chemin de l'Adret 1, 2523 Lignières
#> 5843                         Chemin de l'Adret, 2523 Lignières
#> 5844                                            2523 Lignières
#> 5845                          Rue de Montilier, 2523 Lignières
#> 5846                                            2523 Lignières
#> 5847                          Rue de Montilier, 2523 Lignières
#> 5848                      Rue du Jolimont 19, 2525 Le Landeron
#> 5849                                          2525 Le Landeron
#> 5850                                          2525 Le Landeron
#> 5851                                          2525 Le Landeron
#> 5852                     Rue de Pont-de-Vaux, 2525 Le Landeron
#> 5853                                          2525 Le Landeron
#> 5854                                          2525 Le Landeron
#> 5855                     Rue de Pont-de-Vaux, 2525 Le Landeron
#> 5856                    Chemin de Vertmont 7, 2525 Le Landeron
#> 5857                 Hauptstrasse 210, 2532 Magglingen/Macolin
#> 5858                 Hauptstrasse 210, 2532 Magglingen/Macolin
#> 5859               Magglingen/Macolin, 2532 Magglingen/Macolin
#> 5860                     Lindenweg 25, 2532 Magglingen/Macolin
#> 5861                                              2533 Evilard
#> 5862                         Chemin du Coteau 36, 2533 Evilard
#> 5863                          Chemin des Ages 36, 2533 Evilard
#> 5864                                La Marchande 8, 2534 Orvin
#> 5865                                La Marchande 8, 2534 Orvin
#> 5866                                                2534 Orvin
#> 5867                                               2536 Plagne
#> 5868                                               2536 Plagne
#> 5869                            Combe Vaulère 52B, 2536 Plagne
#> 5870                             Les Etampés 8, 2537 Vauffelin
#> 5871                  Chemin des Oeuchettes 38, 2537 Vauffelin
#> 5872                         Quart Derrière 28, 2538 Romont BE
#> 5873                                             2540 Grenchen
#> 5874                                             2540 Grenchen
#> 5875                                   Grenchen, 2540 Grenchen
#> 5876                              Moosstrasse 8, 2540 Grenchen
#> 5877                              Tunnelstrasse, 2540 Grenchen
#> 5878                                             2540 Grenchen
#> 5879                                             2540 Grenchen
#> 5880                                             2540 Grenchen
#> 5881                        Bettlachstrasse 117, 2540 Grenchen
#> 5882                            Jurastrasse 154, 2540 Grenchen
#> 5883                             Alemannenweg 5, 2540 Grenchen
#> 5884                        Bettlachstrasse 117, 2540 Grenchen
#> 5885                                             2540 Grenchen
#> 5886                                Molerweg 22, 2540 Grenchen
#> 5887                                             2540 Grenchen
#> 5888                        Bettlachstrasse 117, 2540 Grenchen
#> 5889                                             2540 Grenchen
#> 5890                                             2540 Grenchen
#> 5891                             Moosstrasse 12, 2540 Grenchen
#> 5892                                             2540 Grenchen
#> 5893                                             2540 Grenchen
#> 5894                                             2540 Grenchen
#> 5895                                             2540 Grenchen
#> 5896                                Rebgasse 92, 2540 Grenchen
#> 5897                                             2540 Grenchen
#> 5898                        Bettlachstrasse 117, 2540 Grenchen
#> 5899                                             2540 Grenchen
#> 5900                                             2540 Grenchen
#> 5901                        Bettlachstrasse 119, 2540 Grenchen
#> 5902                                   Grenchen, 2540 Grenchen
#> 5903                              Tunnelstrasse, 2540 Grenchen
#> 5904                        Bettlachstrasse 127, 2540 Grenchen
#> 5905                                             2540 Grenchen
#> 5906                                             2540 Grenchen
#> 5907                                             2540 Grenchen
#> 5908                                             2540 Grenchen
#> 5909                                             2540 Grenchen
#> 5910                                Molerweg 22, 2540 Grenchen
#> 5911                                   Grenchen, 2540 Grenchen
#> 5912                       Solothurnstrasse 121, 2540 Grenchen
#> 5913                                             2540 Grenchen
#> 5914                                             2540 Grenchen
#> 5915                                             2540 Grenchen
#> 5916                                             2540 Grenchen
#> 5917                             Alemannenweg 5, 2540 Grenchen
#> 5918                                             2540 Grenchen
#> 5919                                Rebgasse 92, 2540 Grenchen
#> 5920                                             2540 Grenchen
#> 5921                          Tannhofstrasse 43, 2540 Grenchen
#> 5922                                             2540 Grenchen
#> 5923                              Moosstrasse 8, 2540 Grenchen
#> 5924                             Rosenstrasse 3, 2540 Grenchen
#> 5925                              Fichtenweg 11, 2540 Grenchen
#> 5926                            Jurastrasse 154, 2540 Grenchen
#> 5927                                             2540 Grenchen
#> 5928                               Rebenweg 28, 2542 Pieterlen
#> 5929                               Mattenweg 8, 2542 Pieterlen
#> 5930                                            2542 Pieterlen
#> 5931                                            2542 Pieterlen
#> 5932                                            2542 Pieterlen
#> 5933                                            2542 Pieterlen
#> 5934                                            2542 Pieterlen
#> 5935                                            2542 Pieterlen
#> 5936                                            2542 Pieterlen
#> 5937                                Ahornweg 6, 2542 Pieterlen
#> 5938                     Johanna-Spyriweg 21a, 2543 Lengnau BE
#> 5939                                           2543 Lengnau BE
#> 5940                             Bucheggweg 1, 2543 Lengnau BE
#> 5941                     Krähenbergstrasse 12, 2543 Lengnau BE
#> 5942                             Gummenweg 31, 2543 Lengnau BE
#> 5943                         Gottelfstrasse 8, 2543 Lengnau BE
#> 5944                              Oelestrasse 13, 2543 Lengnau
#> 5945                             Bucheggweg 1, 2543 Lengnau BE
#> 5946                             Bucheggweg 1, 2543 Lengnau BE
#> 5947                             Bucheggweg 1, 2543 Lengnau BE
#> 5948                             Bucheggweg 1, 2543 Lengnau BE
#> 5949                                           2543 Lengnau BE
#> 5950                             Bucheggweg 1, 2543 Lengnau BE
#> 5951                                             2544 Bettlach
#> 5952                                             2544 Bettlach
#> 5953                          Allmendstrasse 16, 2544 Bettlach
#> 5954                                             2544 Bettlach
#> 5955               Diebold-Schilling-Strasse 31, 2544 Bettlach
#> 5956                                   Bettlach, 2544 Bettlach
#> 5957                          Allmendstrasse 16, 2544 Bettlach
#> 5958                          Allmendstrasse 16, 2544 Bettlach
#> 5959                                   Sägeweg 4, 2545 Selzach
#> 5960                                   Sägeweg 4, 2545 Selzach
#> 5961                                   Sägeweg 4, 2545 Selzach
#> 5962                                   Sägeweg 2, 2545 Selzach
#> 5963                                   Sägeweg 4, 2545 Selzach
#> 5964                                       Orpund, 2552 Orpund
#> 5965                             Hauptstrasse 204, 2552 Orpond
#> 5966                                               2552 Orpund
#> 5967                              Hauptstrasse 95, 2552 Orpund
#> 5968                                    Gässli 24, 2552 Orpund
#> 5969                         Terrassenstrasse 23, 2553 Safnern
#> 5970                         Terrassenstrasse 23, 2553 Safnern
#> 5971                                 Buchenweg 6, 2553 Safnern
#> 5972                                 Bielstrasse, 2553 Safnern
#> 5973                                              2553 Safnern
#> 5974                          Hauptstrasse 87, 2554 Meinisberg
#> 5975                       Weissensteinweg 39, 2554 Meinisberg
#> 5976                                Juraweg 8, 2554 Meinisberg
#> 5977                              Guinandstrasse 4, 2555 Brügg
#> 5978                          Burgersriedstrasse 6, 2555 Brügg
#> 5979                           Klosterstrasse 3, 2555 Brügg BE
#> 5980                                             2555 Brügg BE
#> 5981                          Burgersriedstrasse 6, 2555 Brügg
#> 5982                          Burgersriedstrasse 6, 2555 Brügg
#> 5983                                             2555 Brügg BE
#> 5984                              Guinandstrasse 4, 2555 Brügg
#> 5985                                             2555 Brügg BE
#> 5986                          Burgersriedstrasse 6, 2555 Brügg
#> 5987                          Burgersriedstrasse 6, 2555 Brügg
#> 5988                                             2555 Brügg BE
#> 5989                          Burgersriedstrasse 6, 2555 Brügg
#> 5990                          Burgersriedstrasse 6, 2555 Brügg
#> 5991                        Hauptstrasse 13d, 2556 Schwadernau
#> 5992                              Enselweg 5, 2556 Schwadernau
#> 5993                        Hauptstrasse 13d, 2556 Schwadernau
#> 5994                                             2556 Scheuren
#> 5995                          Hauptstrasse 50b, 2557 Studen BE
#> 5996                                Stockweg 7, 2557 Studen BE
#> 5997                            Jensstrasse 14, 2557 Studen BE
#> 5998                          Hauptstrasse 50b, 2557 Studen BE
#> 5999                                            2557 Studen BE
#> 6000                                Stockweg 7, 2557 Studen BE
#> 6001                           Grabenstrasse 8, 2557 Studen BE
#> 6002                                Stockweg 7, 2557 Studen BE
#> 6003                             Vollstrasse 18, 2558 Aegerten
#> 6004                             Grenzstrasse 4, 2558 Aegerten
#> 6005                                             2558 Aegerten
#> 6006                             Grenzstrasse 4, 2558 Aegerten
#> 6007                                Ringstrasse 1a, 2560 Nidau
#> 6008                                Ringstrasse 1c, 2560 Nidau
#> 6009                                Ringstrasse 1d, 2560 Nidau
#> 6010                                   Eichenweg 6, 2560 Nidau
#> 6011                                                2560 Nidau
#> 6012                                Ringstrasse 1d, 2560 Nidau
#> 6013                                Ringstrasse 1d, 2560 Nidau
#> 6014                                Ringstrasse 1a, 2560 Nidau
#> 6015                                    Krebsweg 3, 2560 Nidau
#> 6016                                Ringstrasse 1d, 2560 Nidau
#> 6017                                Ringstrasse 1d, 2560 Nidau
#> 6018                                   Weiherweg 37, 2562 Port
#> 6019                                    Waldrain 24, 2562 Port
#> 6020                                Hüeblistrasse 6, 2562 Port
#> 6021                                    Waldrain 24, 2562 Port
#> 6022                              Allmendstrasse 30, 2562 Port
#> 6023                                    Waldrain 24, 2562 Port
#> 6024                                                 2562 Port
#> 6025                               Hüeblistrasse 12, 2562 Port
#> 6026                                    Waldrain 24, 2562 Port
#> 6027                                               2563 Ipsach
#> 6028                                               2563 Ipsach
#> 6029                                             2564 Bellmund
#> 6030                              Hohlenweg 11B, 2564 Bellmund
#> 6031                                             2564 Bellmund
#> 6032                             Schatzacher 16, 2564 Bellmund
#> 6033                                                 2565 Jens
#> 6034                                Hauptstrasse 43, 2572 Sutz
#> 6035                                Hauptstrasse 43, 2572 Sutz
#> 6036                                Hauptstrasse 47, 2572 Sutz
#> 6037                                          2575 Gerolfingen
#> 6038                    Bruchackerstrasse 16, 2575 Gerolfingen
#> 6039                                          2575 Gerolfingen
#> 6040                    Bruchackerstrasse 16, 2575 Gerolfingen
#> 6041                    Bruchackerstrasse 16, 2575 Gerolfingen
#> 6042                                            2575 Täuffelen
#> 6043                      Breitenfeldstrasse 7, 2575 Täuffelen
#> 6044                      Breitenfeldstrasse 7, 2575 Täuffelen
#> 6045                              Burrirain 48, 2575 Täuffelen
#> 6046                              Burrirain 48, 2575 Täuffelen
#> 6047                      Breitenfeldstrasse 7, 2575 Täuffelen
#> 6048                    Bruchackerstrasse 16, 2575 Gerolfingen
#> 6049                                              2575 Hagneck
#> 6050                      Breitenfeldstrasse 7, 2575 Täuffelen
#> 6051                          Flurstrasse 11, 2575 Gerolfingen
#> 6052                                            2575 Täuffelen
#> 6053                                              2575 Hagneck
#> 6054                                             2576 Lüscherz
#> 6055                              Seestrasse 18, 2576 Lüscherz
#> 6056                            Hinterdorf 10, 2577 Siselen BE
#> 6057                            Hinterdorf 10, 2577 Siselen BE
#> 6058                                                 2603 Péry
#> 6059                                    2605 Sonceboz-Sombeval
#> 6060                                            2606 Corgémont
#> 6061                                            2606 Corgémont
#> 6062                                 Cortébert, 2607 Cortébert
#> 6063                                           2608 Courtelary
#> 6064                                           2608 Courtelary
#> 6065                          Fleur de Lys 13, 2608 Courtelary
#> 6066                                           2608 Courtelary
#> 6067                             Mont-Soleil, 2610 Mont-Soleil
#> 6068                                   St-Imier, 2610 St-Imier
#> 6069                                   St-Imier, 2610 St-Imier
#> 6070                                Rue du Midi, 2610 St-Imier
#> 6071                                Rue du Midi, 2610 St-Imier
#> 6072                                             2610 St-Imier
#> 6073                                             2610 St-Imier
#> 6074                                             2610 St-Imier
#> 6075                                             2610 St-Imier
#> 6076                                             2613 Villeret
#> 6077                                             2613 Villeret
#> 6078                                             2613 Villeret
#> 6079                                             2613 Villeret
#> 6080                                             2613 Villeret
#> 6081                                             2613 Villeret
#> 6082                  Rue Ferdinand-Gonseth 33, 2615 Sonvilier
#> 6083                               Grand-Rue 37, 2616 Renan BE
#> 6084                       Passage De La Sat 12, 2710 Tavannes
#> 6085                                             2710 Tavannes
#> 6086                                             2710 Tavannes
#> 6087                      Rue Pierre-Pertuis 33, 2710 Tavannes
#> 6088                                Jardinets 6, 2710 Tavannes
#> 6089                                       2714 Les Genevez JU
#> 6090                                       2714 Les Genevez JU
#> 6091                          Les Vacheries 9, 2714 Le Prédame
#> 6092                                             2716 Sornetan
#> 6093                        Haut du Village 25, 2718 Lajoux JU
#> 6094                                            2718 Lajoux JU
#> 6095                                            2718 Lajoux JU
#> 6096                           Rue de la Paix 7, 2720 Tramelan
#> 6097                          Rue du Collège 17, 2720 Tramelan
#> 6098                                             2720 Tramelan
#> 6099                                   Tramelan, 2720 Tramelan
#> 6100                       Rue de Jolimont 8, 2732 Reconvilier
#> 6101                                            2732 Loveresse
#> 6102                                Le Chêne 8, 2732 Loveresse
#> 6103                             Reconvilier, 2732 Reconvilier
#> 6104                          Rue du Bruye 1, 2732 Reconvilier
#> 6105                                            2732 Loveresse
#> 6106                          Le Benevis 2 C, 2732 Reconvilier
#> 6107                        Vie des Crêts 32, 2732 Reconvilier
#> 6108                              Le Boqueran 2, 2735 Bévilard
#> 6109                                             2735 Bévilard
#> 6110                               La Franay 24, 2735 Valbirse
#> 6111                                             2735 Malleray
#> 6112                                 de l'Orge3, 2735 Bévilard
#> 6113                           Rue du Temple 22, 2735 Bévilard
#> 6114                                            2736 Sorvilier
#> 6115                                            2736 Sorvilier
#> 6116                                     La Ruai 4, 2738 Court
#> 6117                                        Ruai 4, 2738 Court
#> 6118                               rue Centrale 24, 2738 Court
#> 6119                             Rue des Gorges 55, 2738 Court
#> 6120                                Les Golats 5, 2740 Moutier
#> 6121                               Beauregard 4C, 2740 Moutier
#> 6122                          rue de Chalière 74, 2740 Moutier
#> 6123                                Les Golats 5, 2740 Moutier
#> 6124                              Rue Mercier 24, 2740 Moutier
#> 6125                            Rue des Golats 3, 2740 Moutier
#> 6126                              Rue Mercier 24, 2740 Moutier
#> 6127                          Rue de Chalière 76, 2740 Moutier
#> 6128                               Sous-Chaux 39, 2740 Moutier
#> 6129                                     Moutier, 2740 Moutier
#> 6130                                     Moutier, 2740 Moutier
#> 6131                                              2740 Moutier
#> 6132                          Rue de Chalière 76, 2740 Moutier
#> 6133                                              2740 Moutier
#> 6134                                           2742 Perrefitte
#> 6135                              Orgeries 20, 2742 Perrefitte
#> 6136                                 Belprahon, 2744 Belprahon
#> 6137                                             2746 Crémines
#> 6138                               Grand-Rue 61, 2746 Crémines
#> 6139                                             2800 Delémont
#> 6140                                             2800 Delémont
#> 6141                      Rue Auguste-Quiquerez, 2800 Delémont
#> 6142                      Rue Auguste-Quiquerez, 2800 Delémont
#> 6143                      rue du 24 Septembre 9, 2800 Delémont
#> 6144                  Promenade Iris de Roten 1, 2800 Delémont
#> 6145                            Sous le Mexique, 2800 Delémont
#> 6146                                             2800 Delémont
#> 6147                      Rue Auguste-Quiquerez, 2800 Delémont
#> 6148                            Sous le Mexique, 2800 Delémont
#> 6149                      Rue Auguste-Quiquerez, 2800 Delémont
#> 6150                                             2800 Delémont
#> 6151                            Sous le Mexique, 2800 Delémont
#> 6152                      Rue Auguste-Quiquerez, 2800 Delémont
#> 6153                      rue du 24 Septembre 5, 2800 Delémont
#> 6154                                             2800 Delémont
#> 6155                                   Delémont, 2800 Delémont
#> 6156                         Rue Denise-Péronne, 2800 Delémont
#> 6157                      rue du 24 Septembre 9, 2800 Delémont
#> 6158                   Rue Auguste-Quiquerez 80, 2800 Delémont
#> 6159                                             2800 Delémont
#> 6160                                             2800 Delémont
#> 6161                            Sous le Mexique, 2800 Delémont
#> 6162                                             2800 Delémont
#> 6163                     Rue du Haut-Fourneau 6, 2800 Delémont
#> 6164                                             2800 Delémont
#> 6165                                             2800 Delémont
#> 6166                                             2800 Delémont
#> 6167                      Rue Auguste-Quiquerez, 2800 Delémont
#> 6168                              Rue du Jura 1, 2800 Delémont
#> 6169                                   Delémont, 2800 Delémont
#> 6170                  Promenade Iris de Roten 1, 2800 Delémont
#> 6171                     Rue du Haut-Fourneau 6, 2800 Delémont
#> 6172                                             2800 Delémont
#> 6173                                             2800 Delémont
#> 6174                                             2800 Delémont
#> 6175                      rte de courtételle 15, 2802 Develier
#> 6176                      rte de courtételle 15, 2802 Develier
#> 6177                      rte de courtételle 15, 2802 Develier
#> 6178                       Route de Delémont 48, 2802 Develier
#> 6179                                             2802 Develier
#> 6180                      rte de courtételle 15, 2802 Develier
#> 6181                      rte de courtételle 15, 2802 Develier
#> 6182                                             2802 Develier
#> 6183                      chemin du Tiètre 10, 2803 Bourrignon
#> 6184                                           2803 Bourrignon
#> 6185                       Rue de la Courtine 20, 2807 Pleigne
#> 6186                                              2807 Pleigne
#> 6187                                              2807 Pleigne
#> 6188                                              2807 Pleigne
#> 6189                                              2807 Pleigne
#> 6190                                             2812 Movelier
#> 6191                           Route du Câre 35, 2812 Movelier
#> 6192                           Wydackerweg 1E, 2813 Ederswiler
#> 6193                         Höhenackerweg 14, 2814 Roggenburg
#> 6194                          Rue du 23 Juin 78, 2822 Courroux
#> 6195                                             2822 Courroux
#> 6196                                             2822 Courroux
#> 6197                                             2822 Courroux
#> 6198                           Rue des Préjures, 2822 Courroux
#> 6199                         Rue de Bellevie 31, 2822 Courroux
#> 6200                            Rue du Quenet 3, 2822 Courroux
#> 6201                             Rue du 23-Juin, 2822 Courroux
#> 6202                           Rue des Préjures, 2822 Courroux
#> 6203                         Rue de la Birse 10, 2822 Courroux
#> 6204                          Rue du 23-Juin 80, 2822 Courroux
#> 6205                          Rue du 23-Juin 78, 2822 Courroux
#> 6206                        Chemin des Celtes 8, 2822 Courroux
#> 6207                                              2824 Vicques
#> 6208                              La Frimesse 12, 2824 Vicques
#> 6209                                              2824 Vicques
#> 6210                                              2824 Vicques
#> 6211                                              2824 Vicques
#> 6212                                              2824 Vicques
#> 6213                                              2824 Vicques
#> 6214                              La Frimesse 12, 2824 Vicques
#> 6215                                              2824 Vicques
#> 6216                                              2824 Vicques
#> 6217                              La Frimesse 12, 2824 Vicques
#> 6218                                              2824 Vicques
#> 6219                              La Frimesse 12, 2824 Vicques
#> 6220                                    En Morbez, 2826 Corban
#> 6221                                    En Morbez, 2826 Corban
#> 6222                                         2828 Montsevelier
#> 6223                                          2830 Courrendlin
#> 6224                                          2830 Courrendlin
#> 6225                                          2830 Courrendlin
#> 6226                     Chemin des Chênes 8, 2830 Courrendlin
#> 6227                     Chemin des Chênes 8, 2830 Courrendlin
#> 6228                                          2830 Courrendlin
#> 6229                                          2830 Courrendlin
#> 6230                     Chemin des Chênes 8, 2830 Courrendlin
#> 6231                                          2830 Courrendlin
#> 6232                      Route de Moutier 4, 2830 Courrendlin
#> 6233                     Chemin des Chênes 8, 2830 Courrendlin
#> 6234                     Chemin des Chênes 8, 2830 Courrendlin
#> 6235                     Chemin des Chênes 8, 2830 Courrendlin
#> 6236                                          2830 Courrendlin
#> 6237                                          2832 Rebeuvelier
#> 6238                    Route de Courtételle 1, 2843 Châtillon
#> 6239                    Route de Courtételle 1, 2843 Châtillon
#> 6240                                          2852 Courtételle
#> 6241                     Rue de la Penesse 6, 2852 Courtételle
#> 6242                                          2852 Courtételle
#> 6243                                          2852 Courtételle
#> 6244                                          2852 Courtételle
#> 6245                    Rue de la Penesse 25, 2852 Courtételle
#> 6246                                          2852 Courtételle
#> 6247                                          2852 Courtételle
#> 6248                              Rue Briscol, 2853 Courfaivre
#> 6249                              Rue Briscol, 2853 Courfaivre
#>                canton    property_type floor year_category
#> 1                Vaud        Apartment noteg     2016-2024
#> 2                Vaud        Apartment    eg     2011-2015
#> 3                Vaud        Apartment noteg     2001-2005
#> 4                Vaud            Villa           1961-1970
#> 5                Vaud        Apartment    eg     2006-2010
#> 6                Vaud        Apartment noteg     1971-1980
#> 7                Vaud        Apartment noteg     2016-2024
#> 8                Vaud        Apartment noteg     2016-2024
#> 9                Vaud        Apartment noteg     1981-1990
#> 10               Vaud        Apartment noteg     2011-2015
#> 11               Vaud        Apartment noteg     2011-2015
#> 12               Vaud        Apartment noteg     2011-2015
#> 13               Vaud        Apartment noteg     2011-2015
#> 14               Vaud        Apartment noteg     2006-2010
#> 15               Vaud        Apartment noteg     2011-2015
#> 16               Vaud        Apartment noteg     2016-2024
#> 17               Vaud        Apartment noteg     2011-2015
#> 18               Vaud        Apartment noteg        0-1919
#> 19               Vaud        Apartment noteg     2016-2024
#> 20               Vaud        Apartment noteg     2016-2024
#> 21               Vaud        Apartment noteg     2006-2010
#> 22               Vaud        Apartment noteg     2016-2024
#> 23               Vaud        Apartment noteg     2011-2015
#> 24               Vaud        Roof flat noteg        0-1919
#> 25               Vaud        Apartment noteg     1946-1960
#> 26               Vaud        Apartment noteg     2011-2015
#> 27               Vaud        Apartment noteg     2011-2015
#> 28               Vaud        Apartment noteg     2011-2015
#> 29               Vaud        Apartment noteg     2016-2024
#> 30               Vaud        Apartment noteg     2016-2024
#> 31               Vaud        Apartment noteg     2016-2024
#> 32               Vaud        Apartment noteg     1981-1990
#> 33               Vaud        Apartment noteg        0-1919
#> 34               Vaud     Single house           1981-1990
#> 35               Vaud        Apartment noteg        0-1919
#> 36               Vaud        Apartment noteg        0-1919
#> 37               Vaud        Apartment noteg     1961-1970
#> 38               Vaud        Apartment noteg     2001-2005
#> 39               Vaud        Apartment noteg     2001-2005
#> 40               Vaud        Apartment noteg     1946-1960
#> 41               Vaud        Apartment noteg     1981-1990
#> 42               Vaud     Single house           1971-1980
#> 43               Vaud        Apartment noteg     2006-2010
#> 44               Vaud Bifamiliar house           1981-1990
#> 45               Vaud       Attic flat noteg     2016-2024
#> 46               Vaud        Apartment noteg     2006-2010
#> 47               Vaud        Apartment noteg     2016-2024
#> 48               Vaud        Apartment noteg     1991-2000
#> 49               Vaud        Apartment noteg        0-1919
#> 50               Vaud Bifamiliar house           1971-1980
#> 51               Vaud        Apartment    eg     2016-2024
#> 52               Vaud       Attic flat noteg     2016-2024
#> 53               Vaud        Apartment    eg     2016-2024
#> 54               Vaud        Apartment noteg     2016-2024
#> 55               Vaud        Apartment noteg     2016-2024
#> 56               Vaud        Apartment noteg     2016-2024
#> 57               Vaud        Apartment noteg     2016-2024
#> 58               Vaud        Apartment    eg     2016-2024
#> 59               Vaud        Apartment    eg     2016-2024
#> 60               Vaud        Apartment    eg     2016-2024
#> 61               Vaud        Apartment noteg     1991-2000
#> 62               Vaud        Apartment noteg     2016-2024
#> 63               Vaud        Apartment noteg     2016-2024
#> 64               Vaud        Apartment noteg     1946-1960
#> 65               Vaud Bifamiliar house           2016-2024
#> 66               Vaud        Apartment noteg     2016-2024
#> 67               Vaud        Apartment noteg     2016-2024
#> 68               Vaud        Apartment    eg     2016-2024
#> 69               Vaud        Apartment    eg     2006-2010
#> 70               Vaud        Apartment noteg     2016-2024
#> 71               Vaud        Apartment noteg     2016-2024
#> 72               Vaud        Apartment noteg     2016-2024
#> 73               Vaud        Apartment noteg     2016-2024
#> 74               Vaud Bifamiliar house           1971-1980
#> 75               Vaud        Apartment noteg     2006-2010
#> 76               Vaud        Apartment noteg     2016-2024
#> 77               Vaud Bifamiliar house           2016-2024
#> 78               Vaud        Apartment    eg     2016-2024
#> 79               Vaud        Apartment noteg     1946-1960
#> 80               Vaud        Apartment noteg     2016-2024
#> 81               Vaud        Apartment noteg     1981-1990
#> 82               Vaud        Apartment noteg     1981-1990
#> 83               Vaud        Apartment noteg     2011-2015
#> 84               Vaud        Apartment    eg     2006-2010
#> 85               Vaud        Apartment    eg     1961-1970
#> 86               Vaud        Apartment noteg     2001-2005
#> 87               Vaud        Apartment noteg     1961-1970
#> 88               Vaud        Apartment    eg     1971-1980
#> 89               Vaud        Apartment noteg     2011-2015
#> 90               Vaud        Apartment    eg     2016-2024
#> 91               Vaud        Apartment    eg     2016-2024
#> 92               Vaud        Apartment    eg     1981-1990
#> 93               Vaud        Apartment noteg     1981-1990
#> 94               Vaud        Apartment    eg     2016-2024
#> 95               Vaud        Apartment    eg     1981-1990
#> 96               Vaud        Apartment noteg     2011-2015
#> 97               Vaud        Apartment    eg     1971-1980
#> 98               Vaud        Apartment    eg     2016-2024
#> 99               Vaud       Attic flat noteg     2011-2015
#> 100              Vaud        Apartment noteg     2016-2024
#> 101              Vaud        Apartment    eg     2016-2024
#> 102              Vaud        Apartment noteg     2006-2010
#> 103              Vaud        Apartment noteg     2016-2024
#> 104              Vaud        Apartment noteg     2011-2015
#> 105              Vaud        Apartment    eg     2016-2024
#> 106              Vaud        Apartment noteg     2006-2010
#> 107              Vaud        Apartment noteg     1971-1980
#> 108              Vaud        Apartment noteg     1961-1970
#> 109              Vaud        Apartment noteg     1961-1970
#> 110              Vaud Bifamiliar house           2016-2024
#> 111              Vaud        Apartment noteg        0-1919
#> 112              Vaud        Apartment noteg     2016-2024
#> 113              Vaud        Apartment noteg     2001-2005
#> 114              Vaud        Apartment    eg     2016-2024
#> 115              Vaud        Apartment noteg     2011-2015
#> 116              Vaud        Apartment noteg     2016-2024
#> 117              Vaud        Apartment noteg     1971-1980
#> 118              Vaud        Apartment    eg     2016-2024
#> 119              Vaud        Apartment noteg     2016-2024
#> 120              Vaud        Apartment    eg     2011-2015
#> 121              Vaud        Apartment    eg     2016-2024
#> 122              Vaud        Apartment    eg     2011-2015
#> 123              Vaud        Apartment noteg     2016-2024
#> 124              Vaud        Apartment    eg     2016-2024
#> 125              Vaud        Apartment noteg     1971-1980
#> 126              Vaud        Apartment noteg     2016-2024
#> 127              Vaud     Single house           1971-1980
#> 128              Vaud Bifamiliar house           2016-2024
#> 129              Vaud        Apartment    eg     2016-2024
#> 130              Vaud        Apartment noteg     1961-1970
#> 131              Vaud        Apartment    eg     2011-2015
#> 132              Vaud        Apartment noteg     1971-1980
#> 133              Vaud        Apartment noteg     2016-2024
#> 134              Vaud        Apartment noteg     1961-1970
#> 135              Vaud           Duplex noteg     2016-2024
#> 136              Vaud        Apartment    eg     2016-2024
#> 137              Vaud        Apartment noteg     2016-2024
#> 138              Vaud        Apartment noteg     1971-1980
#> 139              Vaud       Attic flat noteg     2016-2024
#> 140              Vaud        Apartment    eg     2016-2024
#> 141              Vaud        Apartment noteg     2011-2015
#> 142              Vaud        Apartment noteg     2006-2010
#> 143              Vaud        Apartment    eg     2016-2024
#> 144              Vaud        Apartment    eg     2011-2015
#> 145              Vaud        Apartment noteg        0-1919
#> 146              Vaud        Apartment    eg     2016-2024
#> 147              Vaud        Apartment noteg     2016-2024
#> 148              Vaud        Apartment noteg     1971-1980
#> 149              Vaud        Apartment noteg        0-1919
#> 150              Vaud        Apartment noteg     1961-1970
#> 151              Vaud        Apartment noteg     2016-2024
#> 152              Vaud           Duplex noteg     2011-2015
#> 153              Vaud        Apartment noteg     1919-1945
#> 154              Vaud        Apartment noteg     2016-2024
#> 155              Vaud        Apartment noteg     2016-2024
#> 156              Vaud        Apartment noteg     2016-2024
#> 157              Vaud        Apartment noteg     2016-2024
#> 158              Vaud        Apartment    eg     2016-2024
#> 159              Vaud        Apartment    eg     2016-2024
#> 160              Vaud        Apartment noteg     2016-2024
#> 161              Vaud        Apartment noteg     1971-1980
#> 162              Vaud        Apartment noteg     2016-2024
#> 163              Vaud        Apartment noteg     2016-2024
#> 164              Vaud       Attic flat noteg     2006-2010
#> 165              Vaud        Apartment    eg     2016-2024
#> 166              Vaud        Apartment noteg     1981-1990
#> 167              Vaud        Apartment    eg     1991-2000
#> 168              Vaud        Apartment noteg     2006-2010
#> 169              Vaud        Apartment noteg     2016-2024
#> 170              Vaud        Apartment noteg     1981-1990
#> 171              Vaud        Apartment noteg     2016-2024
#> 172              Vaud        Apartment noteg     2016-2024
#> 173              Vaud        Apartment noteg     1946-1960
#> 174              Vaud        Apartment    eg     2016-2024
#> 175              Vaud        Apartment noteg     2016-2024
#> 176              Vaud        Apartment noteg     2016-2024
#> 177              Vaud        Apartment noteg     2016-2024
#> 178              Vaud        Apartment noteg     2016-2024
#> 179              Vaud        Apartment noteg     2016-2024
#> 180              Vaud        Apartment noteg     2006-2010
#> 181              Vaud        Apartment    eg     2016-2024
#> 182              Vaud        Apartment noteg     1961-1970
#> 183              Vaud        Roof flat noteg        0-1919
#> 184              Vaud            Villa           1919-1945
#> 185              Vaud            Villa           1919-1945
#> 186              Vaud        Apartment noteg     1981-1990
#> 187              Vaud        Apartment noteg     2016-2024
#> 188              Vaud        Roof flat noteg     2016-2024
#> 189              Vaud Bifamiliar house           1981-1990
#> 190              Vaud        Apartment noteg     2006-2010
#> 191              Vaud            Villa              0-1919
#> 192              Vaud        Apartment noteg        0-1919
#> 193              Vaud        Apartment noteg     1919-1945
#> 194              Vaud        Apartment noteg     1981-1990
#> 195              Vaud        Roof flat noteg     1919-1945
#> 196              Vaud        Apartment    eg     2016-2024
#> 197              Vaud        Apartment    eg     2016-2024
#> 198              Vaud        Apartment    eg     2016-2024
#> 199              Vaud     Single house           1946-1960
#> 200              Vaud        Apartment noteg     2016-2024
#> 201              Vaud        Apartment noteg     2016-2024
#> 202              Vaud        Apartment noteg     2016-2024
#> 203              Vaud        Apartment noteg     2016-2024
#> 204              Vaud        Apartment    eg     2016-2024
#> 205              Vaud        Apartment noteg     2016-2024
#> 206              Vaud        Apartment    eg     2016-2024
#> 207              Vaud Bifamiliar house           1981-1990
#> 208              Vaud            Villa           1971-1980
#> 209              Vaud        Apartment noteg     2016-2024
#> 210              Vaud Bifamiliar house           1981-1990
#> 211              Vaud        Apartment    eg     2016-2024
#> 212              Vaud        Apartment noteg        0-1919
#> 213              Vaud        Apartment noteg     2016-2024
#> 214              Vaud     Single house           1981-1990
#> 215              Vaud        Roof flat noteg     2016-2024
#> 216              Vaud        Apartment noteg     1981-1990
#> 217              Vaud        Apartment noteg     2016-2024
#> 218              Vaud            Villa           1961-1970
#> 219              Vaud        Apartment noteg     2016-2024
#> 220              Vaud     Single house           1971-1980
#> 221              Vaud        Apartment    eg     2016-2024
#> 222              Vaud        Apartment noteg     2011-2015
#> 223              Vaud        Apartment noteg     2011-2015
#> 224              Vaud           Duplex noteg     1991-2000
#> 225              Vaud        Apartment noteg     1991-2000
#> 226              Vaud        Apartment noteg     1961-1970
#> 227              Vaud        Apartment    eg     1981-1990
#> 228              Vaud        Apartment    eg     2016-2024
#> 229              Vaud            Villa           1971-1980
#> 230              Vaud        Apartment noteg     2011-2015
#> 231              Vaud        Apartment noteg     2016-2024
#> 232              Vaud Bifamiliar house           2016-2024
#> 233              Vaud Bifamiliar house           2016-2024
#> 234              Vaud     Single house           1971-1980
#> 235              Vaud        Apartment noteg     2016-2024
#> 236              Vaud     Terrace flat noteg     1971-1980
#> 237              Vaud     Single house           1971-1980
#> 238              Vaud        Apartment    eg     2016-2024
#> 239              Vaud        Apartment noteg     2016-2024
#> 240              Vaud           Duplex noteg     2011-2015
#> 241              Vaud        Apartment noteg     1981-1990
#> 242              Vaud        Apartment noteg     1971-1980
#> 243              Vaud            Villa           1961-1970
#> 244              Vaud        Apartment noteg     2016-2024
#> 245              Vaud        Apartment noteg     2006-2010
#> 246              Vaud            Villa           1981-1990
#> 247              Vaud       Attic flat noteg     2006-2010
#> 248              Vaud        Apartment noteg     2001-2005
#> 249              Vaud     Single house           1971-1980
#> 250              Vaud        Apartment    eg     2016-2024
#> 251              Vaud     Single house           1971-1980
#> 252              Vaud           Duplex noteg     2006-2010
#> 253              Vaud           Duplex noteg     1981-1990
#> 254              Vaud        Apartment noteg     2006-2010
#> 255              Vaud        Apartment noteg     1981-1990
#> 256              Vaud        Apartment noteg     1981-1990
#> 257              Vaud Bifamiliar house           1946-1960
#> 258              Vaud        Apartment noteg     2006-2010
#> 259              Vaud     Single house           1971-1980
#> 260              Vaud        Apartment noteg     1971-1980
#> 261              Vaud        Apartment noteg     1919-1945
#> 262              Vaud     Single house           1919-1945
#> 263              Vaud        Apartment noteg     1961-1970
#> 264              Vaud        Roof flat noteg     1981-1990
#> 265              Vaud     Single house           1991-2000
#> 266              Vaud        Apartment noteg     1981-1990
#> 267              Vaud        Apartment noteg     2016-2024
#> 268              Vaud        Apartment    eg     1981-1990
#> 269              Vaud        Apartment noteg     1981-1990
#> 270              Vaud        Apartment noteg     2006-2010
#> 271              Vaud        Apartment noteg     1981-1990
#> 272              Vaud        Apartment noteg     1981-1990
#> 273              Vaud       Attic flat noteg     2006-2010
#> 274              Vaud     Single house           1981-1990
#> 275              Vaud            Villa           1971-1980
#> 276              Vaud Bifamiliar house           2006-2010
#> 277              Vaud        Roof flat noteg     1981-1990
#> 278              Vaud Bifamiliar house           2016-2024
#> 279              Vaud        Apartment    eg     2016-2024
#> 280              Vaud        Apartment    eg     2016-2024
#> 281              Vaud     Single house           1981-1990
#> 282              Vaud        Apartment noteg     2016-2024
#> 283              Vaud        Apartment noteg     1981-1990
#> 284              Vaud        Apartment noteg     2016-2024
#> 285              Vaud           Duplex noteg     1991-2000
#> 286              Vaud        Apartment noteg     1991-2000
#> 287              Vaud        Apartment    eg     2016-2024
#> 288              Vaud        Apartment noteg     1991-2000
#> 289              Vaud            Villa           1981-1990
#> 290              Vaud Bifamiliar house           1981-1990
#> 291              Vaud        Roof flat noteg     1991-2000
#> 292              Vaud     Single house           2001-2005
#> 293              Vaud        Apartment    eg     2011-2015
#> 294              Vaud        Apartment    eg     1961-1970
#> 295              Vaud            Villa           1946-1960
#> 296              Vaud        Apartment noteg     1981-1990
#> 297              Vaud        Apartment noteg     1971-1980
#> 298              Vaud     Single house           2001-2005
#> 299              Vaud        Apartment noteg     1971-1980
#> 300              Vaud        Apartment    eg     2011-2015
#> 301              Vaud Bifamiliar house           1981-1990
#> 302              Vaud        Apartment noteg     2011-2015
#> 303              Vaud Bifamiliar house           2001-2005
#> 304              Vaud        Apartment noteg     1991-2000
#> 305              Vaud            Villa           2001-2005
#> 306              Vaud        Apartment noteg     1991-2000
#> 307              Vaud        Apartment    eg     2016-2024
#> 308              Vaud        Apartment noteg     2016-2024
#> 309              Vaud        Apartment noteg     2016-2024
#> 310              Vaud        Apartment    eg     2016-2024
#> 311              Vaud        Apartment noteg     2016-2024
#> 312              Vaud        Apartment    eg     2016-2024
#> 313              Vaud        Apartment noteg     2016-2024
#> 314              Vaud        Apartment noteg     2016-2024
#> 315              Vaud        Apartment    eg     2016-2024
#> 316              Vaud        Apartment    eg     2016-2024
#> 317              Vaud        Apartment noteg     2016-2024
#> 318              Vaud        Apartment noteg     2016-2024
#> 319              Vaud        Apartment noteg     2016-2024
#> 320              Vaud        Apartment noteg     2016-2024
#> 321              Vaud        Apartment noteg     2016-2024
#> 322              Vaud        Apartment noteg     2016-2024
#> 323              Vaud        Apartment noteg     2016-2024
#> 324              Vaud        Apartment noteg     2016-2024
#> 325              Vaud        Apartment noteg     2016-2024
#> 326              Vaud        Apartment noteg     2016-2024
#> 327              Vaud        Apartment noteg     2016-2024
#> 328              Vaud        Apartment    eg     2016-2024
#> 329              Vaud        Apartment noteg     2016-2024
#> 330              Vaud        Apartment noteg     2016-2024
#> 331              Vaud        Apartment    eg     1991-2000
#> 332              Vaud        Apartment noteg     1981-1990
#> 333              Vaud            Villa           2001-2005
#> 334              Vaud            Villa           1981-1990
#> 335              Vaud     Single house           1981-1990
#> 336              Vaud     Single house           1981-1990
#> 337              Vaud        Apartment    eg     2011-2015
#> 338              Vaud            Villa           2001-2005
#> 339              Vaud Bifamiliar house              0-1919
#> 340              Vaud        Apartment noteg     1981-1990
#> 341              Vaud            Villa           1991-2000
#> 342              Vaud        Apartment noteg     2011-2015
#> 343              Vaud        Apartment    eg     2016-2024
#> 344              Vaud     Single house              0-1919
#> 345              Vaud        Apartment noteg     2011-2015
#> 346              Vaud            Villa           2001-2005
#> 347              Vaud            Villa           1981-1990
#> 348              Vaud            Villa           1971-1980
#> 349              Vaud     Single house           1981-1990
#> 350              Vaud     Single house              0-1919
#> 351              Vaud            Villa           1981-1990
#> 352              Vaud       Farm house              0-1919
#> 353              Vaud        Apartment    eg     1981-1990
#> 354              Vaud     Single house           1981-1990
#> 355              Vaud            Villa           2016-2024
#> 356              Vaud        Apartment    eg     2001-2005
#> 357              Vaud           Duplex noteg     1981-1990
#> 358              Vaud       Attic flat noteg     2016-2024
#> 359              Vaud            Villa           1991-2000
#> 360              Vaud        Apartment noteg     2016-2024
#> 361              Vaud       Attic flat noteg     2016-2024
#> 362              Vaud        Apartment    eg     1961-1970
#> 363              Vaud        Apartment noteg     2016-2024
#> 364              Vaud        Apartment noteg     2016-2024
#> 365              Vaud        Apartment    eg     2011-2015
#> 366              Vaud        Apartment noteg     2016-2024
#> 367              Vaud            Villa           1991-2000
#> 368              Vaud            Villa           1991-2000
#> 369              Vaud        Apartment noteg     2011-2015
#> 370              Vaud           Duplex noteg     2006-2010
#> 371              Vaud        Apartment noteg     2006-2010
#> 372              Vaud           Duplex noteg     2011-2015
#> 373              Vaud        Apartment    eg     2001-2005
#> 374              Vaud     Terrace flat    eg     2001-2005
#> 375              Vaud        Apartment noteg     2016-2024
#> 376              Vaud Bifamiliar house              0-1919
#> 377              Vaud        Apartment noteg     2006-2010
#> 378              Vaud     Single house              0-1919
#> 379              Vaud     Single house           2016-2024
#> 380              Vaud     Single house           2016-2024
#> 381              Vaud     Single house           1981-1990
#> 382              Vaud        Apartment    eg     2016-2024
#> 383              Vaud            Villa           2016-2024
#> 384              Vaud        Apartment noteg     2016-2024
#> 385              Vaud Bifamiliar house           2016-2024
#> 386              Vaud Bifamiliar house           2016-2024
#> 387              Vaud        Apartment noteg     2016-2024
#> 388              Vaud        Apartment noteg     1991-2000
#> 389              Vaud Bifamiliar house           1981-1990
#> 390              Vaud           Duplex    eg     2016-2024
#> 391              Vaud Bifamiliar house           2016-2024
#> 392              Vaud        Apartment    eg     2011-2015
#> 393              Vaud            Villa           1971-1980
#> 394              Vaud        Apartment noteg     2016-2024
#> 395              Vaud Bifamiliar house           2001-2005
#> 396              Vaud        Apartment noteg     2016-2024
#> 397              Vaud     Single house           1971-1980
#> 398              Vaud        Roof flat noteg     2016-2024
#> 399              Vaud     Single house           2006-2010
#> 400              Vaud        Apartment noteg     2016-2024
#> 401              Vaud        Apartment noteg     2016-2024
#> 402              Vaud        Apartment noteg     2011-2015
#> 403              Vaud     Single house           2016-2024
#> 404              Vaud        Apartment    eg     2016-2024
#> 405              Vaud     Single house           2016-2024
#> 406              Vaud        Roof flat noteg     2011-2015
#> 407              Vaud            Villa           2006-2010
#> 408              Vaud            Villa           1971-1980
#> 409              Vaud        Apartment noteg     2011-2015
#> 410              Vaud Bifamiliar house           2001-2005
#> 411              Vaud        Apartment noteg     2016-2024
#> 412              Vaud        Apartment noteg     2016-2024
#> 413              Vaud     Single house           1971-1980
#> 414              Vaud        Apartment noteg     2016-2024
#> 415              Vaud        Apartment noteg     2016-2024
#> 416              Vaud        Apartment noteg     2016-2024
#> 417              Vaud     Single house              0-1919
#> 418              Vaud        Apartment noteg     2016-2024
#> 419              Vaud Bifamiliar house           2001-2005
#> 420              Vaud        Apartment noteg     2016-2024
#> 421              Vaud     Single house           2016-2024
#> 422              Vaud     Single house           2016-2024
#> 423              Vaud     Single house           1981-1990
#> 424              Vaud        Apartment    eg     1961-1970
#> 425              Vaud       Farm house              0-1919
#> 426              Vaud        Apartment noteg     2011-2015
#> 427              Vaud Bifamiliar house           2006-2010
#> 428              Vaud Bifamiliar house           2006-2010
#> 429              Vaud Bifamiliar house           2006-2010
#> 430              Vaud        Apartment    eg     2011-2015
#> 431              Vaud     Single house           2006-2010
#> 432              Vaud     Single house           2006-2010
#> 433              Vaud       Attic flat noteg     2006-2010
#> 434              Vaud        Apartment noteg     2006-2010
#> 435              Vaud        Apartment noteg     2006-2010
#> 436              Vaud        Apartment    eg     2011-2015
#> 437              Vaud        Apartment    eg     1991-2000
#> 438              Vaud     Single house              0-1919
#> 439              Vaud     Single house              0-1919
#> 440              Vaud            Villa           2011-2015
#> 441              Vaud     Single house           1991-2000
#> 442              Vaud        Apartment    eg     1981-1990
#> 443              Vaud        Apartment noteg     1991-2000
#> 444              Vaud     Single house           2016-2024
#> 445              Vaud Bifamiliar house           1981-1990
#> 446              Vaud        Apartment noteg     2016-2024
#> 447              Vaud        Apartment noteg     1971-1980
#> 448              Vaud        Apartment noteg     1971-1980
#> 449              Vaud        Apartment    eg     1961-1970
#> 450              Vaud           Duplex    eg     1961-1970
#> 451              Vaud            Villa           1971-1980
#> 452              Vaud     Single house           1971-1980
#> 453              Vaud     Single house           1971-1980
#> 454              Vaud Bifamiliar house           1981-1990
#> 455              Vaud     Single house           2016-2024
#> 456              Vaud        Apartment noteg     1971-1980
#> 457              Vaud        Apartment    eg     2011-2015
#> 458              Vaud Bifamiliar house           1971-1980
#> 459              Vaud        Roof flat noteg     2016-2024
#> 460              Vaud        Apartment noteg     2016-2024
#> 461              Vaud        Apartment noteg     2006-2010
#> 462              Vaud        Apartment noteg     2016-2024
#> 463              Vaud            Villa              0-1919
#> 464              Vaud        Apartment noteg     2011-2015
#> 465              Vaud        Apartment    eg     2016-2024
#> 466              Vaud     Single house              0-1919
#> 467              Vaud Bifamiliar house           1991-2000
#> 468              Vaud        Apartment noteg     2006-2010
#> 469              Vaud        Apartment noteg     2016-2024
#> 470              Vaud        Apartment    eg     2016-2024
#> 471              Vaud        Apartment    eg     2016-2024
#> 472              Vaud        Apartment    eg     2016-2024
#> 473              Vaud        Apartment    eg     2016-2024
#> 474              Vaud        Apartment    eg     2006-2010
#> 475              Vaud Bifamiliar house           2016-2024
#> 476              Vaud Bifamiliar house           1981-1990
#> 477              Vaud     Single house           1981-1990
#> 478              Vaud        Apartment noteg     1991-2000
#> 479              Vaud        Apartment noteg     1991-2000
#> 480              Vaud        Apartment noteg     2006-2010
#> 481              Vaud     Single house           2016-2024
#> 482              Vaud        Apartment    eg     1991-2000
#> 483              Vaud        Apartment noteg     2001-2005
#> 484              Vaud           Duplex noteg     1991-2000
#> 485              Vaud     Single house           2011-2015
#> 486              Vaud        Apartment    eg     2016-2024
#> 487              Vaud        Apartment    eg        0-1919
#> 488              Vaud        Apartment noteg     2001-2005
#> 489              Vaud           Duplex noteg     1991-2000
#> 490              Vaud     Single house           1971-1980
#> 491              Vaud     Single house              0-1919
#> 492              Vaud        Apartment    eg     2016-2024
#> 493              Vaud        Apartment noteg     2001-2005
#> 494              Vaud        Apartment noteg     1971-1980
#> 495              Vaud        Apartment noteg     1971-1980
#> 496              Vaud        Apartment    eg     1961-1970
#> 497              Vaud            Villa           2006-2010
#> 498              Vaud        Apartment noteg     2006-2010
#> 499              Vaud        Apartment noteg     2011-2015
#> 500              Vaud     Single house              0-1919
#> 501              Vaud        Apartment    eg     1961-1970
#> 502              Vaud        Apartment noteg     2016-2024
#> 503              Vaud        Apartment    eg     2016-2024
#> 504              Vaud        Roof flat noteg     2016-2024
#> 505              Vaud        Apartment noteg     1971-1980
#> 506              Vaud     Single house           2016-2024
#> 507              Vaud Bifamiliar house           2016-2024
#> 508              Vaud            Villa           1961-1970
#> 509              Vaud     Single house           2016-2024
#> 510              Vaud     Single house           2016-2024
#> 511              Vaud        Apartment noteg     1991-2000
#> 512              Vaud        Apartment    eg     2001-2005
#> 513              Vaud     Single house           1981-1990
#> 514              Vaud            Villa           2006-2010
#> 515              Vaud            Villa           1971-1980
#> 516              Vaud        Apartment noteg     1991-2000
#> 517              Vaud Bifamiliar house           1991-2000
#> 518              Vaud        Apartment noteg     1991-2000
#> 519              Vaud     Single house           2011-2015
#> 520              Vaud            Villa           2016-2024
#> 521              Vaud        Apartment noteg     1991-2000
#> 522              Vaud        Apartment noteg     1991-2000
#> 523              Vaud        Apartment    eg     2016-2024
#> 524              Vaud        Apartment noteg     1991-2000
#> 525              Vaud     Single house           2016-2024
#> 526              Vaud        Apartment noteg     1981-1990
#> 527              Vaud        Apartment noteg     2011-2015
#> 528              Vaud        Roof flat noteg     2011-2015
#> 529              Vaud        Roof flat noteg     2011-2015
#> 530              Vaud     Single house           1981-1990
#> 531              Vaud        Apartment noteg     2011-2015
#> 532              Vaud Bifamiliar house           2016-2024
#> 533              Vaud Bifamiliar house           2016-2024
#> 534              Vaud Bifamiliar house           2016-2024
#> 535              Vaud        Apartment    eg     2016-2024
#> 536              Vaud           Chalet           1961-1970
#> 537              Vaud     Single house           1961-1970
#> 538              Vaud           Duplex noteg     2016-2024
#> 539              Vaud        Apartment noteg     2016-2024
#> 540              Vaud     Single house              0-1919
#> 541              Vaud        Apartment    eg     2006-2010
#> 542              Vaud Bifamiliar house           2006-2010
#> 543              Vaud Bifamiliar house           2011-2015
#> 544              Vaud       Farm house              0-1919
#> 545              Vaud        Apartment noteg     2006-2010
#> 546              Vaud            Villa           1991-2000
#> 547              Vaud           Duplex noteg     2006-2010
#> 548              Vaud        Apartment noteg     2001-2005
#> 549              Vaud        Apartment    eg     2016-2024
#> 550              Vaud Bifamiliar house           2006-2010
#> 551              Vaud Bifamiliar house           1991-2000
#> 552              Vaud        Apartment    eg     2016-2024
#> 553              Vaud Bifamiliar house           1981-1990
#> 554              Vaud     Single house           2006-2010
#> 555              Vaud       Attic flat noteg     1981-1990
#> 556              Vaud        Apartment noteg     1981-1990
#> 557              Vaud     Single house           1961-1970
#> 558              Vaud     Single house           1981-1990
#> 559              Vaud     Single house           2016-2024
#> 560              Vaud           Duplex noteg     2011-2015
#> 561              Vaud        Apartment    eg     1981-1990
#> 562              Vaud            Villa           2001-2005
#> 563              Vaud        Apartment noteg     2001-2005
#> 564              Vaud        Apartment noteg     1971-1980
#> 565              Vaud        Apartment noteg     2001-2005
#> 566              Vaud        Apartment noteg     2001-2005
#> 567              Vaud       Attic flat noteg     2001-2005
#> 568              Vaud        Apartment    eg     2016-2024
#> 569              Vaud Bifamiliar house           2011-2015
#> 570              Vaud       Attic flat noteg     2001-2005
#> 571              Vaud        Apartment noteg     2001-2005
#> 572              Vaud        Apartment noteg     2011-2015
#> 573              Vaud        Apartment noteg     2001-2005
#> 574              Vaud     Single house           1971-1980
#> 575              Vaud        Apartment noteg     2001-2005
#> 576              Vaud            Villa           1971-1980
#> 577              Vaud           Duplex noteg     2011-2015
#> 578              Vaud        Apartment noteg     2011-2015
#> 579              Vaud            Villa           2006-2010
#> 580              Vaud        Apartment noteg     2011-2015
#> 581              Vaud        Apartment noteg     2001-2005
#> 582              Vaud        Apartment    eg     1981-1990
#> 583              Vaud        Apartment noteg     2001-2005
#> 584              Vaud     Single house           2016-2024
#> 585              Vaud     Terrace flat    eg     2016-2024
#> 586              Vaud        Apartment noteg     2006-2010
#> 587              Vaud        Apartment noteg     1991-2000
#> 588              Vaud           Duplex noteg     1991-2000
#> 589              Vaud        Apartment    eg     2016-2024
#> 590              Vaud     Single house           1946-1960
#> 591              Vaud        Apartment noteg     2016-2024
#> 592              Vaud     Single house           1946-1960
#> 593              Vaud            Villa           1946-1960
#> 594              Vaud        Apartment    eg     2016-2024
#> 595              Vaud Bifamiliar house           1971-1980
#> 596              Vaud        Apartment    eg     1961-1970
#> 597              Vaud        Apartment noteg     1981-1990
#> 598              Vaud        Apartment    eg     2016-2024
#> 599              Vaud Bifamiliar house           1971-1980
#> 600              Vaud        Apartment    eg     2011-2015
#> 601              Vaud        Apartment noteg     1981-1990
#> 602              Vaud        Apartment noteg     1961-1970
#> 603              Vaud        Apartment noteg     1971-1980
#> 604              Vaud        Apartment noteg     1991-2000
#> 605              Vaud        Apartment    eg     1991-2000
#> 606              Vaud       Attic flat noteg     1981-1990
#> 607              Vaud     Single house           1961-1970
#> 608              Vaud     Single house              0-1919
#> 609              Vaud        Apartment noteg        0-1919
#> 610              Vaud     Single house              0-1919
#> 611              Vaud        Apartment noteg     1961-1970
#> 612              Vaud        Apartment    eg     1991-2000
#> 613              Vaud     Single house           1919-1945
#> 614              Vaud        Apartment    eg     2001-2005
#> 615              Vaud     Single house           1919-1945
#> 616              Vaud        Apartment noteg     1961-1970
#> 617              Vaud        Apartment noteg     1961-1970
#> 618              Vaud        Apartment noteg     2016-2024
#> 619              Vaud        Apartment noteg     1971-1980
#> 620              Vaud           Duplex noteg     1991-2000
#> 621              Vaud     Single house              0-1919
#> 622              Vaud           Duplex noteg     2006-2010
#> 623              Vaud        Apartment noteg     1981-1990
#> 624              Vaud        Apartment    eg     2016-2024
#> 625              Vaud        Apartment noteg     1991-2000
#> 626              Vaud        Apartment noteg     1971-1980
#> 627              Vaud        Apartment noteg     2006-2010
#> 628              Vaud           Duplex noteg     1981-1990
#> 629              Vaud     Single house           2016-2024
#> 630              Vaud            Villa           1919-1945
#> 631              Vaud        Apartment noteg     2011-2015
#> 632              Vaud        Apartment    eg     1981-1990
#> 633              Vaud        Apartment noteg     2011-2015
#> 634              Vaud        Apartment noteg     2016-2024
#> 635              Vaud        Apartment noteg     2011-2015
#> 636              Vaud        Apartment noteg     1971-1980
#> 637              Vaud        Apartment noteg     1981-1990
#> 638              Vaud     Single house           1971-1980
#> 639              Vaud            Villa           1919-1945
#> 640              Vaud        Apartment noteg     2001-2005
#> 641              Vaud     Single house           1971-1980
#> 642              Vaud        Apartment noteg     2011-2015
#> 643              Vaud        Apartment noteg     2011-2015
#> 644              Vaud           Duplex noteg     2011-2015
#> 645              Vaud        Apartment noteg     2016-2024
#> 646              Vaud        Apartment noteg     1981-1990
#> 647              Vaud        Apartment noteg        0-1919
#> 648              Vaud     Single house           1946-1960
#> 649              Vaud        Apartment    eg        0-1919
#> 650              Vaud Bifamiliar house           2016-2024
#> 651              Vaud Bifamiliar house           2016-2024
#> 652              Vaud Bifamiliar house           2016-2024
#> 653              Vaud        Apartment    eg     2016-2024
#> 654              Vaud     Single house           2001-2005
#> 655              Vaud     Single house              0-1919
#> 656              Vaud            Villa           2001-2005
#> 657              Vaud Bifamiliar house           1971-1980
#> 658              Vaud        Apartment noteg     2016-2024
#> 659              Vaud        Apartment noteg     2001-2005
#> 660              Vaud Bifamiliar house           1971-1980
#> 661              Vaud        Apartment noteg     2016-2024
#> 662              Vaud        Apartment noteg     2016-2024
#> 663              Vaud        Apartment noteg     2016-2024
#> 664              Vaud        Apartment    eg     1991-2000
#> 665              Vaud        Apartment    eg     2011-2015
#> 666              Vaud        Apartment noteg     2011-2015
#> 667              Vaud        Apartment    eg     1991-2000
#> 668              Vaud           Duplex noteg     2011-2015
#> 669              Vaud     Single house              0-1919
#> 670              Vaud     Single house              0-1919
#> 671              Vaud        Apartment noteg     2011-2015
#> 672              Vaud        Apartment noteg     2011-2015
#> 673              Vaud            Villa           1961-1970
#> 674              Vaud            Villa           1961-1970
#> 675              Vaud     Single house              0-1919
#> 676              Vaud        Apartment noteg     1971-1980
#> 677              Vaud        Apartment noteg     1981-1990
#> 678              Vaud       Attic flat noteg     1981-1990
#> 679              Vaud     Single house           1919-1945
#> 680              Vaud Bifamiliar house           2001-2005
#> 681              Vaud        Apartment    eg     1981-1990
#> 682              Vaud        Apartment    eg     2016-2024
#> 683              Vaud     Single house           1971-1980
#> 684              Vaud        Apartment    eg     2016-2024
#> 685              Vaud       Farm house              0-1919
#> 686              Vaud            Villa           1971-1980
#> 687              Vaud        Apartment noteg     2016-2024
#> 688              Vaud        Apartment    eg     2016-2024
#> 689              Vaud        Apartment    eg     2016-2024
#> 690              Vaud        Apartment noteg     2016-2024
#> 691              Vaud        Apartment noteg     2016-2024
#> 692              Vaud        Apartment noteg     2001-2005
#> 693              Vaud Bifamiliar house              0-1919
#> 694              Vaud Bifamiliar house           2011-2015
#> 695              Vaud        Roof flat noteg     2016-2024
#> 696              Vaud        Apartment    eg     2016-2024
#> 697              Vaud        Apartment    eg     2006-2010
#> 698              Vaud        Apartment noteg     2016-2024
#> 699              Vaud           Duplex noteg     2016-2024
#> 700              Vaud     Single house           2011-2015
#> 701              Vaud        Apartment noteg     2016-2024
#> 702              Vaud        Apartment noteg     2006-2010
#> 703              Vaud       Attic flat noteg     2016-2024
#> 704              Vaud     Single house              0-1919
#> 705              Vaud        Apartment noteg     2016-2024
#> 706              Vaud        Apartment    eg     2016-2024
#> 707              Vaud        Apartment noteg     2006-2010
#> 708              Vaud        Apartment noteg     1991-2000
#> 709              Vaud        Apartment noteg     2006-2010
#> 710              Vaud        Apartment    eg     1991-2000
#> 711              Vaud        Apartment noteg     2006-2010
#> 712              Vaud        Apartment    eg     1991-2000
#> 713              Vaud Bifamiliar house           1971-1980
#> 714              Vaud           Duplex noteg     2006-2010
#> 715              Vaud        Roof flat noteg     2001-2005
#> 716              Vaud        Apartment noteg     2001-2005
#> 717              Vaud        Apartment noteg     2006-2010
#> 718              Vaud        Apartment noteg     1981-1990
#> 719              Vaud           Duplex noteg     2006-2010
#> 720              Vaud       Attic flat noteg     1981-1990
#> 721              Vaud        Apartment    eg     2006-2010
#> 722              Vaud        Apartment noteg     1981-1990
#> 723              Vaud        Apartment noteg     2006-2010
#> 724              Vaud           Duplex noteg     1991-2000
#> 725              Vaud     Single house           2016-2024
#> 726              Vaud        Apartment noteg     1991-2000
#> 727              Vaud        Apartment noteg     1981-1990
#> 728              Vaud        Apartment    eg     1991-2000
#> 729              Vaud        Apartment noteg     2001-2005
#> 730              Vaud     Single house              0-1919
#> 731              Vaud Bifamiliar house           1981-1990
#> 732              Vaud     Single house           1971-1980
#> 733              Vaud Bifamiliar house           1981-1990
#> 734              Vaud     Single house           1971-1980
#> 735              Vaud Bifamiliar house           1981-1990
#> 736              Vaud     Single house           1971-1980
#> 737              Vaud            Villa              0-1919
#> 738              Vaud        Apartment    eg     2006-2010
#> 739              Vaud            Villa           1981-1990
#> 740              Vaud Bifamiliar house           2006-2010
#> 741              Vaud        Apartment noteg        0-1919
#> 742              Vaud            Villa              0-1919
#> 743              Vaud     Single house              0-1919
#> 744              Vaud        Apartment noteg        0-1919
#> 745              Vaud Bifamiliar house           2016-2024
#> 746              Vaud        Apartment noteg     2006-2010
#> 747              Vaud Bifamiliar house           2016-2024
#> 748              Vaud            Villa           2011-2015
#> 749              Vaud     Single house              0-1919
#> 750              Vaud       Attic flat noteg        0-1919
#> 751              Vaud     Single house           1971-1980
#> 752              Vaud     Single house           1946-1960
#> 753              Vaud        Apartment noteg     2006-2010
#> 754              Vaud        Apartment    eg     2006-2010
#> 755              Vaud        Apartment noteg     2006-2010
#> 756              Vaud     Terrace flat    eg     2001-2005
#> 757              Vaud Bifamiliar house           2011-2015
#> 758              Vaud        Apartment    eg     2001-2005
#> 759              Vaud     Single house           1981-1990
#> 760              Vaud       Attic flat noteg        0-1919
#> 761              Vaud        Apartment    eg     2016-2024
#> 762              Vaud        Apartment noteg        0-1919
#> 763              Vaud     Single house           1919-1945
#> 764              Vaud        Apartment noteg        0-1919
#> 765              Vaud        Apartment noteg     1981-1990
#> 766              Vaud     Single house              0-1919
#> 767              Vaud           Duplex noteg        0-1919
#> 768              Vaud        Apartment noteg     2016-2024
#> 769              Vaud        Apartment noteg     2006-2010
#> 770              Vaud        Apartment noteg     1971-1980
#> 771              Vaud        Apartment    eg     2006-2010
#> 772              Vaud        Apartment noteg     2001-2005
#> 773              Vaud        Apartment noteg     2011-2015
#> 774              Vaud           Duplex noteg     2001-2005
#> 775              Vaud        Apartment    eg     2016-2024
#> 776              Vaud       Attic flat noteg     1971-1980
#> 777              Vaud            Villa           1946-1960
#> 778              Vaud            Villa           1946-1960
#> 779              Vaud        Apartment noteg     2011-2015
#> 780              Vaud     Single house              0-1919
#> 781              Vaud           Duplex    eg     2016-2024
#> 782              Vaud Bifamiliar house           2016-2024
#> 783              Vaud        Apartment    eg     2016-2024
#> 784              Vaud        Apartment noteg     2006-2010
#> 785              Vaud Bifamiliar house           2006-2010
#> 786              Vaud       Attic flat noteg     2006-2010
#> 787              Vaud       Attic flat noteg     1971-1980
#> 788              Vaud        Apartment    eg     1981-1990
#> 789              Vaud       Attic flat noteg     2006-2010
#> 790              Vaud        Apartment noteg     2006-2010
#> 791              Vaud        Apartment noteg     1946-1960
#> 792              Vaud        Apartment noteg     2006-2010
#> 793              Vaud Bifamiliar house           2006-2010
#> 794              Vaud        Apartment noteg     1971-1980
#> 795              Vaud        Apartment noteg     2006-2010
#> 796              Vaud        Roof flat noteg     2001-2005
#> 797              Vaud Bifamiliar house           1981-1990
#> 798              Vaud        Apartment noteg     2001-2005
#> 799              Vaud           Duplex noteg     2016-2024
#> 800              Vaud        Apartment noteg     2016-2024
#> 801              Vaud     Single house              0-1919
#> 802              Vaud        Apartment noteg     2006-2010
#> 803              Vaud     Single house           1991-2000
#> 804              Vaud     Single house              0-1919
#> 805              Vaud        Apartment noteg        0-1919
#> 806              Vaud        Apartment noteg     2006-2010
#> 807              Vaud        Apartment noteg     2011-2015
#> 808              Vaud        Apartment    eg     2016-2024
#> 809              Vaud        Apartment noteg     2006-2010
#> 810              Vaud     Single house           2006-2010
#> 811              Vaud Bifamiliar house           2006-2010
#> 812              Vaud Bifamiliar house           2016-2024
#> 813              Vaud        Apartment noteg     2016-2024
#> 814              Vaud        Apartment    eg     2016-2024
#> 815              Vaud        Apartment noteg     2016-2024
#> 816              Vaud        Apartment noteg     2016-2024
#> 817              Vaud           Duplex noteg     2016-2024
#> 818              Vaud        Apartment noteg     2016-2024
#> 819              Vaud Bifamiliar house           2006-2010
#> 820              Vaud Bifamiliar house           1991-2000
#> 821              Vaud     Single house              0-1919
#> 822              Vaud        Apartment noteg     1981-1990
#> 823              Vaud        Apartment noteg     1971-1980
#> 824              Vaud        Apartment noteg     1991-2000
#> 825              Vaud        Apartment noteg     1971-1980
#> 826              Vaud        Apartment    eg     2016-2024
#> 827              Vaud        Apartment noteg     2006-2010
#> 828              Vaud        Apartment noteg     1991-2000
#> 829              Vaud        Apartment noteg     1971-1980
#> 830              Vaud        Roof flat noteg     1971-1980
#> 831              Vaud        Apartment noteg     1971-1980
#> 832              Vaud        Apartment noteg     2006-2010
#> 833              Vaud        Apartment noteg     1971-1980
#> 834              Vaud       Attic flat noteg        0-1919
#> 835              Vaud        Apartment noteg     1971-1980
#> 836              Vaud        Apartment noteg        0-1919
#> 837              Vaud        Apartment noteg     2016-2024
#> 838              Vaud        Apartment noteg     1981-1990
#> 839              Vaud        Apartment    eg     2016-2024
#> 840              Vaud Bifamiliar house           1991-2000
#> 841              Vaud           Duplex noteg     2006-2010
#> 842              Vaud           Duplex noteg     1991-2000
#> 843              Vaud        Apartment    eg     1991-2000
#> 844              Vaud        Apartment noteg     1991-2000
#> 845              Vaud        Apartment noteg     2001-2005
#> 846              Vaud        Apartment noteg     1981-1990
#> 847              Vaud        Apartment noteg     2016-2024
#> 848              Vaud            Villa           2001-2005
#> 849              Vaud        Apartment noteg     1991-2000
#> 850              Vaud        Apartment noteg     2011-2015
#> 851              Vaud        Apartment noteg     2006-2010
#> 852              Vaud        Apartment noteg     1971-1980
#> 853              Vaud        Apartment noteg     2016-2024
#> 854              Vaud Bifamiliar house           1981-1990
#> 855              Vaud       Attic flat noteg     1991-2000
#> 856              Vaud        Apartment noteg     1991-2000
#> 857              Vaud        Apartment noteg     2006-2010
#> 858              Vaud        Apartment noteg     1991-2000
#> 859              Vaud       Attic flat noteg     1981-1990
#> 860              Vaud Bifamiliar house           2006-2010
#> 861              Vaud        Apartment    eg     2016-2024
#> 862              Vaud        Apartment noteg     2016-2024
#> 863              Vaud Bifamiliar house           1981-1990
#> 864            Geneva        Apartment noteg        0-1919
#> 865            Geneva        Apartment noteg     1946-1960
#> 866            Geneva        Apartment noteg     2011-2015
#> 867            Geneva        Apartment noteg     2011-2015
#> 868            Geneva       Attic flat noteg        0-1919
#> 869            Geneva        Apartment noteg     2011-2015
#> 870            Geneva        Apartment noteg     1946-1960
#> 871            Geneva        Apartment noteg     1961-1970
#> 872            Geneva        Apartment noteg     1946-1960
#> 873            Geneva        Apartment noteg     1946-1960
#> 874            Geneva        Apartment noteg     2011-2015
#> 875            Geneva        Apartment noteg     1961-1970
#> 876            Geneva        Apartment noteg     2001-2005
#> 877            Geneva        Apartment noteg     1981-1990
#> 878            Geneva        Apartment noteg     1961-1970
#> 879            Geneva        Apartment noteg     2011-2015
#> 880            Geneva        Apartment noteg     1971-1980
#> 881            Geneva        Apartment noteg     1946-1960
#> 882            Geneva        Apartment noteg     1971-1980
#> 883            Geneva        Apartment noteg     1946-1960
#> 884            Geneva        Apartment noteg     1981-1990
#> 885            Geneva           Duplex noteg     1981-1990
#> 886            Geneva        Apartment noteg     2006-2010
#> 887            Geneva        Apartment noteg     1981-1990
#> 888            Geneva        Apartment noteg        0-1919
#> 889            Geneva        Apartment noteg     2006-2010
#> 890            Geneva        Apartment noteg     1946-1960
#> 891            Geneva        Apartment noteg     1919-1945
#> 892            Geneva        Apartment noteg     2006-2010
#> 893            Geneva        Apartment noteg     2006-2010
#> 894            Geneva        Apartment noteg     1991-2000
#> 895            Geneva        Apartment noteg     1991-2000
#> 896            Geneva        Apartment noteg     1971-1980
#> 897            Geneva        Apartment noteg     1971-1980
#> 898            Geneva        Apartment noteg     1946-1960
#> 899            Geneva        Apartment noteg     1991-2000
#> 900            Geneva        Apartment noteg     1971-1980
#> 901            Geneva        Apartment noteg     1971-1980
#> 902            Geneva        Apartment noteg     1991-2000
#> 903            Geneva        Apartment noteg     1946-1960
#> 904            Geneva        Apartment noteg     1991-2000
#> 905            Geneva        Apartment noteg     1961-1970
#> 906            Geneva        Apartment noteg     1971-1980
#> 907            Geneva        Apartment noteg     1919-1945
#> 908            Geneva        Apartment noteg     1919-1945
#> 909            Geneva        Apartment noteg     2016-2024
#> 910            Geneva        Apartment noteg        0-1919
#> 911            Geneva        Apartment noteg     1919-1945
#> 912            Geneva     Single house           2001-2005
#> 913            Geneva        Apartment noteg     1991-2000
#> 914            Geneva        Apartment noteg     1919-1945
#> 915            Geneva        Apartment noteg     1961-1970
#> 916            Geneva        Apartment noteg     1961-1970
#> 917            Geneva        Apartment noteg     1981-1990
#> 918            Geneva        Apartment noteg     1971-1980
#> 919            Geneva        Apartment noteg     1961-1970
#> 920            Geneva        Apartment noteg     1971-1980
#> 921            Geneva        Apartment noteg     1971-1980
#> 922            Geneva        Apartment noteg     1971-1980
#> 923            Geneva        Apartment noteg     1971-1980
#> 924            Geneva        Roof flat noteg     1971-1980
#> 925            Geneva Bifamiliar house           2001-2005
#> 926            Geneva            Villa           1991-2000
#> 927            Geneva        Apartment noteg     1961-1970
#> 928            Geneva        Apartment    eg     2006-2010
#> 929            Geneva        Apartment noteg     1946-1960
#> 930            Geneva        Apartment noteg     1946-1960
#> 931            Geneva        Apartment noteg     2011-2015
#> 932            Geneva     Single house              0-1919
#> 933            Geneva        Apartment noteg     2011-2015
#> 934            Geneva        Apartment noteg     2011-2015
#> 935            Geneva Bifamiliar house           1971-1980
#> 936            Geneva        Apartment noteg     2006-2010
#> 937            Geneva        Apartment    eg     2006-2010
#> 938            Geneva     Single house           1961-1970
#> 939            Geneva     Single house           1991-2000
#> 940            Geneva     Single house           2006-2010
#> 941            Geneva        Apartment noteg     2006-2010
#> 942            Geneva        Apartment noteg     1961-1970
#> 943            Geneva Bifamiliar house           2001-2005
#> 944            Geneva Bifamiliar house           2001-2005
#> 945            Geneva     Single house           2006-2010
#> 946            Geneva     Single house           2006-2010
#> 947            Geneva     Single house           2006-2010
#> 948            Geneva     Single house           2006-2010
#> 949            Geneva     Single house           1919-1945
#> 950            Geneva     Single house           2006-2010
#> 951            Geneva        Apartment noteg        0-1919
#> 952            Geneva     Single house           1971-1980
#> 953            Geneva     Single house           1919-1945
#> 954            Geneva        Apartment noteg     1919-1945
#> 955            Geneva       Attic flat noteg        0-1919
#> 956            Geneva     Single house           2006-2010
#> 957            Geneva       Attic flat noteg     1919-1945
#> 958            Geneva        Apartment noteg     1991-2000
#> 959            Geneva Bifamiliar house           2001-2005
#> 960            Geneva        Apartment noteg     2006-2010
#> 961            Geneva        Apartment noteg     1946-1960
#> 962            Geneva        Apartment noteg     2016-2024
#> 963            Geneva        Apartment noteg     1971-1980
#> 964            Geneva        Apartment noteg     2006-2010
#> 965            Geneva        Apartment noteg     1971-1980
#> 966            Geneva        Apartment    eg     1971-1980
#> 967            Geneva        Apartment noteg     1971-1980
#> 968            Geneva        Apartment noteg     1971-1980
#> 969            Geneva        Apartment    eg     1971-1980
#> 970            Geneva        Apartment noteg     1971-1980
#> 971            Geneva        Apartment noteg     1971-1980
#> 972            Geneva        Apartment noteg     1961-1970
#> 973            Geneva        Apartment noteg     1961-1970
#> 974            Geneva     Single house           1919-1945
#> 975            Geneva        Apartment noteg     2011-2015
#> 976            Geneva        Apartment    eg     2016-2024
#> 977            Geneva        Apartment    eg     2016-2024
#> 978            Geneva        Apartment    eg     2016-2024
#> 979            Geneva Bifamiliar house              0-1919
#> 980            Geneva        Apartment noteg     2001-2005
#> 981            Geneva        Apartment noteg     2016-2024
#> 982            Geneva        Apartment noteg     1971-1980
#> 983            Geneva        Apartment noteg     1981-1990
#> 984            Geneva        Apartment noteg     2016-2024
#> 985            Geneva     Single house              0-1919
#> 986            Geneva            Villa              0-1919
#> 987            Geneva        Apartment noteg     1981-1990
#> 988            Geneva       Attic flat noteg     1971-1980
#> 989            Geneva        Apartment noteg     1991-2000
#> 990            Geneva        Apartment noteg     2011-2015
#> 991            Geneva        Apartment noteg     2016-2024
#> 992            Geneva        Apartment noteg     2016-2024
#> 993            Geneva        Apartment noteg     2006-2010
#> 994            Geneva        Apartment noteg     1981-1990
#> 995            Geneva        Apartment    eg     2011-2015
#> 996            Geneva        Apartment noteg     1991-2000
#> 997            Geneva        Apartment    eg     2016-2024
#> 998            Geneva           Duplex noteg     1991-2000
#> 999            Geneva     Single house              0-1919
#> 1000           Geneva        Apartment noteg     2016-2024
#> 1001           Geneva        Apartment noteg     2016-2024
#> 1002           Geneva        Apartment noteg     2016-2024
#> 1003           Geneva        Apartment noteg     1981-1990
#> 1004           Geneva        Apartment noteg     1981-1990
#> 1005           Geneva        Apartment noteg     2011-2015
#> 1006           Geneva        Apartment noteg     2006-2010
#> 1007           Geneva        Apartment noteg     2006-2010
#> 1008           Geneva        Apartment noteg     1971-1980
#> 1009           Geneva        Apartment noteg     2006-2010
#> 1010           Geneva       Attic flat noteg     1981-1990
#> 1011           Geneva        Apartment noteg     1981-1990
#> 1012           Geneva        Apartment noteg     1981-1990
#> 1013           Geneva        Apartment noteg     1991-2000
#> 1014           Geneva        Apartment noteg     2006-2010
#> 1015           Geneva        Apartment noteg     2006-2010
#> 1016           Geneva        Apartment noteg     1991-2000
#> 1017           Geneva     Single house           1919-1945
#> 1018           Geneva Bifamiliar house           2016-2024
#> 1019           Geneva     Single house           1919-1945
#> 1020           Geneva        Apartment noteg     1961-1970
#> 1021           Geneva        Apartment noteg     2001-2005
#> 1022           Geneva        Apartment noteg     2016-2024
#> 1023           Geneva        Apartment    eg     2001-2005
#> 1024           Geneva        Apartment    eg     2016-2024
#> 1025           Geneva        Apartment noteg     1961-1970
#> 1026           Geneva        Apartment noteg     2001-2005
#> 1027           Geneva     Single house              0-1919
#> 1028           Geneva        Apartment noteg     2001-2005
#> 1029           Geneva     Single house           1919-1945
#> 1030           Geneva           Duplex    eg     2006-2010
#> 1031           Geneva        Apartment noteg     2001-2005
#> 1032           Geneva           Duplex noteg     1981-1990
#> 1033           Geneva        Apartment noteg     2001-2005
#> 1034           Geneva Bifamiliar house           1981-1990
#> 1035           Geneva        Apartment noteg     1981-1990
#> 1036           Geneva     Single house              0-1919
#> 1037           Geneva        Apartment    eg     2006-2010
#> 1038           Geneva        Apartment    eg     2006-2010
#> 1039           Geneva            Villa           2016-2024
#> 1040           Geneva            Villa           2016-2024
#> 1041           Geneva        Apartment noteg     2006-2010
#> 1042           Geneva        Apartment noteg     1991-2000
#> 1043           Geneva        Apartment noteg     2001-2005
#> 1044           Geneva           Duplex noteg     2001-2005
#> 1045           Geneva        Apartment noteg     1971-1980
#> 1046           Geneva     Single house              0-1919
#> 1047           Geneva Bifamiliar house           2016-2024
#> 1048           Geneva     Single house              0-1919
#> 1049           Geneva     Single house              0-1919
#> 1050           Geneva     Single house           1919-1945
#> 1051           Geneva        Apartment    eg     1981-1990
#> 1052           Geneva        Apartment noteg     2006-2010
#> 1053           Geneva        Apartment    eg     2016-2024
#> 1054           Geneva        Apartment    eg     2016-2024
#> 1055           Geneva        Apartment noteg     2016-2024
#> 1056           Geneva        Apartment noteg     2016-2024
#> 1057           Geneva        Apartment noteg     2016-2024
#> 1058           Geneva        Apartment    eg     2016-2024
#> 1059           Geneva        Apartment noteg     2016-2024
#> 1060           Geneva        Apartment    eg     2016-2024
#> 1061           Geneva        Apartment noteg     2016-2024
#> 1062           Geneva        Apartment    eg     2016-2024
#> 1063           Geneva        Apartment    eg     2016-2024
#> 1064           Geneva        Apartment noteg     2016-2024
#> 1065           Geneva        Apartment noteg     2016-2024
#> 1066           Geneva        Apartment    eg     2016-2024
#> 1067           Geneva     Single house              0-1919
#> 1068           Geneva            Villa           2016-2024
#> 1069           Geneva        Apartment noteg     1946-1960
#> 1070           Geneva        Apartment noteg     1946-1960
#> 1071           Geneva        Apartment noteg     1946-1960
#> 1072           Geneva        Roof flat noteg     1946-1960
#> 1073           Geneva     Single house           1991-2000
#> 1074           Geneva        Apartment noteg        0-1919
#> 1075           Geneva        Apartment noteg     2016-2024
#> 1076           Geneva           Duplex    eg     2016-2024
#> 1077           Geneva        Apartment    eg     2016-2024
#> 1078           Geneva        Apartment    eg     2016-2024
#> 1079           Geneva           Duplex    eg     2016-2024
#> 1080           Geneva        Apartment noteg     2016-2024
#> 1081           Geneva             Loft noteg     2016-2024
#> 1082           Geneva        Apartment    eg     2016-2024
#> 1083           Geneva        Apartment    eg     2016-2024
#> 1084           Geneva        Apartment noteg     1981-1990
#> 1085           Geneva        Apartment noteg     2016-2024
#> 1086           Geneva        Apartment noteg     2016-2024
#> 1087           Geneva        Apartment    eg     2016-2024
#> 1088           Geneva        Apartment    eg     2016-2024
#> 1089           Geneva            Villa           1981-1990
#> 1090           Geneva        Apartment    eg     2016-2024
#> 1091           Geneva        Apartment    eg     2016-2024
#> 1092           Geneva        Apartment    eg     2001-2005
#> 1093           Geneva Bifamiliar house           2016-2024
#> 1094           Geneva        Apartment noteg        0-1919
#> 1095           Geneva        Apartment noteg     2016-2024
#> 1096           Geneva        Apartment    eg     1981-1990
#> 1097           Geneva       Attic flat noteg        0-1919
#> 1098           Geneva        Apartment noteg     1991-2000
#> 1099           Geneva     Single house           1946-1960
#> 1100           Geneva       Attic flat noteg     1991-2000
#> 1101           Geneva        Apartment    eg     1971-1980
#> 1102           Geneva        Apartment noteg     1991-2000
#> 1103           Geneva           Duplex noteg     1991-2000
#> 1104           Geneva        Apartment noteg     2016-2024
#> 1105           Geneva        Apartment noteg     1971-1980
#> 1106           Geneva        Apartment noteg     1981-1990
#> 1107           Geneva        Apartment noteg     1991-2000
#> 1108           Geneva        Apartment noteg     1991-2000
#> 1109           Geneva        Apartment    eg     1971-1980
#> 1110             Vaud        Apartment noteg     2001-2005
#> 1111             Vaud        Apartment noteg     2001-2005
#> 1112             Vaud           Chalet           2016-2024
#> 1113             Vaud        Apartment noteg     2011-2015
#> 1114             Vaud        Apartment noteg     2001-2005
#> 1115             Vaud        Apartment noteg     1991-2000
#> 1116             Vaud        Apartment    eg     1981-1990
#> 1117             Vaud       Attic flat noteg     2001-2005
#> 1118             Vaud     Single house           1981-1990
#> 1119             Vaud Bifamiliar house           2001-2005
#> 1120             Vaud       Attic flat noteg     2001-2005
#> 1121             Vaud        Apartment noteg     1991-2000
#> 1122             Vaud     Terrace flat    eg     1981-1990
#> 1123             Vaud       Attic flat noteg     2001-2005
#> 1124             Vaud        Apartment noteg     2016-2024
#> 1125             Vaud Bifamiliar house           1991-2000
#> 1126             Vaud        Apartment noteg     2011-2015
#> 1127             Vaud        Apartment noteg     2016-2024
#> 1128             Vaud        Apartment    eg     1981-1990
#> 1129             Vaud        Apartment    eg     2001-2005
#> 1130             Vaud        Apartment noteg     2016-2024
#> 1131             Vaud           Duplex noteg     2016-2024
#> 1132             Vaud        Apartment    eg     2011-2015
#> 1133             Vaud     Single house           2016-2024
#> 1134             Vaud        Apartment noteg     2016-2024
#> 1135             Vaud        Apartment noteg     2001-2005
#> 1136             Vaud        Apartment noteg     2001-2005
#> 1137             Vaud        Apartment noteg     2011-2015
#> 1138             Vaud        Apartment noteg     1991-2000
#> 1139             Vaud        Apartment noteg     2016-2024
#> 1140             Vaud           Duplex noteg     2016-2024
#> 1141             Vaud        Apartment noteg     2016-2024
#> 1142             Vaud Bifamiliar house           2016-2024
#> 1143             Vaud     Single house           1971-1980
#> 1144             Vaud        Apartment noteg     2011-2015
#> 1145             Vaud Bifamiliar house           1981-1990
#> 1146             Vaud     Single house           2016-2024
#> 1147             Vaud     Single house           1971-1980
#> 1148             Vaud        Apartment noteg     2006-2010
#> 1149             Vaud           Duplex noteg     1981-1990
#> 1150             Vaud        Apartment noteg     2016-2024
#> 1151             Vaud     Single house           1991-2000
#> 1152             Vaud           Duplex noteg     2011-2015
#> 1153             Vaud        Apartment noteg     2016-2024
#> 1154             Vaud        Apartment noteg     2011-2015
#> 1155             Vaud        Apartment noteg     2016-2024
#> 1156             Vaud        Apartment noteg     1981-1990
#> 1157             Vaud        Apartment noteg     2001-2005
#> 1158             Vaud        Apartment    eg     1991-2000
#> 1159             Vaud        Apartment noteg     2001-2005
#> 1160             Vaud       Attic flat noteg     2001-2005
#> 1161             Vaud     Single house           1919-1945
#> 1162             Vaud           Chalet           1961-1970
#> 1163             Vaud        Apartment noteg     1981-1990
#> 1164             Vaud        Apartment    eg     2016-2024
#> 1165             Vaud Bifamiliar house           2016-2024
#> 1166             Vaud       Farm house           1919-1945
#> 1167             Vaud Bifamiliar house           2016-2024
#> 1168             Vaud        Apartment noteg     2016-2024
#> 1169             Vaud        Apartment noteg     2016-2024
#> 1170             Vaud        Apartment    eg     2011-2015
#> 1171             Vaud        Apartment noteg     2016-2024
#> 1172             Vaud Bifamiliar house           1991-2000
#> 1173             Vaud            Villa           1981-1990
#> 1174             Vaud     Single house           1981-1990
#> 1175             Vaud        Apartment noteg     1981-1990
#> 1176             Vaud     Single house           1981-1990
#> 1177             Vaud     Single house           1981-1990
#> 1178             Vaud     Single house           1919-1945
#> 1179             Vaud        Apartment noteg     2016-2024
#> 1180             Vaud Bifamiliar house           1981-1990
#> 1181             Vaud        Apartment noteg     2016-2024
#> 1182             Vaud        Apartment noteg     2011-2015
#> 1183             Vaud        Apartment noteg     2001-2005
#> 1184             Vaud        Apartment noteg     2001-2005
#> 1185             Vaud        Apartment    eg     1991-2000
#> 1186             Vaud        Apartment    eg     2001-2005
#> 1187             Vaud        Apartment noteg     2011-2015
#> 1188             Vaud       Attic flat noteg     2011-2015
#> 1189             Vaud           Duplex noteg     2011-2015
#> 1190             Vaud        Apartment noteg     2011-2015
#> 1191             Vaud        Apartment noteg     2016-2024
#> 1192             Vaud        Apartment noteg     2001-2005
#> 1193             Vaud Bifamiliar house           1981-1990
#> 1194             Vaud        Apartment noteg     2011-2015
#> 1195             Vaud Bifamiliar house           1981-1990
#> 1196             Vaud     Single house              0-1919
#> 1197             Vaud     Single house              0-1919
#> 1198             Vaud       Attic flat noteg     2011-2015
#> 1199             Vaud     Single house           1961-1970
#> 1200             Vaud            Villa           2006-2010
#> 1201             Vaud     Single house           2006-2010
#> 1202             Vaud Bifamiliar house           2016-2024
#> 1203             Vaud Bifamiliar house           2016-2024
#> 1204             Vaud            Villa           1971-1980
#> 1205             Vaud        Apartment noteg     2011-2015
#> 1206             Vaud     Single house           1971-1980
#> 1207             Vaud     Single house           1971-1980
#> 1208             Vaud        Apartment    eg     2011-2015
#> 1209             Vaud     Single house              0-1919
#> 1210             Vaud     Single house           2006-2010
#> 1211             Vaud        Apartment noteg     2011-2015
#> 1212             Vaud           Chalet           1946-1960
#> 1213             Vaud     Single house           1981-1990
#> 1214             Vaud     Single house           1961-1970
#> 1215             Vaud     Single house              0-1919
#> 1216             Vaud           Duplex noteg     1991-2000
#> 1217             Vaud Bifamiliar house           2011-2015
#> 1218             Vaud     Single house           1961-1970
#> 1219             Vaud     Single house           2011-2015
#> 1220             Vaud        Apartment noteg     1981-1990
#> 1221             Vaud            Villa           2016-2024
#> 1222             Vaud        Apartment noteg     1991-2000
#> 1223             Vaud     Single house           2011-2015
#> 1224             Vaud        Apartment noteg     2011-2015
#> 1225             Vaud        Apartment noteg     1981-1990
#> 1226             Vaud        Apartment noteg     1981-1990
#> 1227             Vaud     Single house           1971-1980
#> 1228             Vaud       Attic flat noteg     1981-1990
#> 1229             Vaud        Apartment noteg     1981-1990
#> 1230             Vaud            Villa           2016-2024
#> 1231             Vaud Bifamiliar house           1981-1990
#> 1232             Vaud        Apartment    eg     2016-2024
#> 1233             Vaud        Apartment noteg     2016-2024
#> 1234             Vaud        Apartment    eg     2016-2024
#> 1235             Vaud        Apartment noteg     2016-2024
#> 1236             Vaud        Apartment noteg     1981-1990
#> 1237             Vaud        Apartment noteg     2016-2024
#> 1238             Vaud        Apartment    eg     2016-2024
#> 1239             Vaud            Villa              0-1919
#> 1240             Vaud        Apartment    eg     2016-2024
#> 1241             Vaud            Villa           2016-2024
#> 1242             Vaud        Apartment    eg     2016-2024
#> 1243             Vaud        Apartment    eg     2016-2024
#> 1244             Vaud        Apartment noteg     1981-1990
#> 1245             Vaud     Single house           2001-2005
#> 1246             Vaud     Single house           2006-2010
#> 1247             Vaud        Apartment noteg     1981-1990
#> 1248             Vaud        Apartment noteg     1971-1980
#> 1249             Vaud        Apartment noteg     1981-1990
#> 1250             Vaud           Duplex noteg     1981-1990
#> 1251             Vaud     Single house           2011-2015
#> 1252           Geneva        Apartment noteg     2006-2010
#> 1253           Geneva     Single house              0-1919
#> 1254           Geneva        Apartment noteg     1991-2000
#> 1255           Geneva     Single house           2011-2015
#> 1256           Geneva        Apartment    eg     2006-2010
#> 1257           Geneva        Apartment    eg     2001-2005
#> 1258           Geneva        Apartment    eg     2001-2005
#> 1259           Geneva        Apartment    eg        0-1919
#> 1260           Geneva     Single house           2016-2024
#> 1261           Geneva Bifamiliar house           2011-2015
#> 1262           Geneva Bifamiliar house           1981-1990
#> 1263             Vaud       Attic flat noteg     1981-1990
#> 1264             Vaud Bifamiliar house           2006-2010
#> 1265             Vaud        Apartment noteg     1981-1990
#> 1266           Geneva     Single house           1981-1990
#> 1267           Geneva        Apartment noteg     1981-1990
#> 1268           Geneva        Apartment noteg     1981-1990
#> 1269             Vaud       Attic flat noteg     1981-1990
#> 1270           Geneva     Single house           1981-1990
#> 1271             Vaud        Apartment noteg     1981-1990
#> 1272           Geneva        Apartment    eg     2006-2010
#> 1273             Vaud        Apartment noteg     1981-1990
#> 1274           Geneva        Apartment noteg     1961-1970
#> 1275             Vaud        Apartment noteg     1971-1980
#> 1276             Vaud            Villa           1919-1945
#> 1277             Vaud        Apartment noteg     2011-2015
#> 1278           Geneva        Apartment noteg     1981-1990
#> 1279           Geneva        Apartment noteg     1991-2000
#> 1280           Geneva           Duplex noteg     1981-1990
#> 1281           Geneva           Duplex noteg     1991-2000
#> 1282           Geneva Bifamiliar house           1971-1980
#> 1283           Geneva     Single house           1971-1980
#> 1284           Geneva            Villa           1971-1980
#> 1285           Geneva     Single house           1991-2000
#> 1286           Geneva     Single house           1971-1980
#> 1287             Vaud        Apartment noteg     2011-2015
#> 1288             Vaud     Single house           2001-2005
#> 1289             Vaud        Apartment    eg     2016-2024
#> 1290             Vaud           Duplex noteg     2011-2015
#> 1291             Vaud           Duplex    eg     2016-2024
#> 1292             Vaud     Single house           2016-2024
#> 1293             Vaud        Apartment noteg     2011-2015
#> 1294             Vaud     Single house              0-1919
#> 1295             Vaud        Apartment noteg     2011-2015
#> 1296             Vaud           Duplex noteg     2011-2015
#> 1297             Vaud        Apartment    eg     2016-2024
#> 1298             Vaud           Duplex    eg     2016-2024
#> 1299             Vaud     Single house           2016-2024
#> 1300             Vaud           Duplex    eg     2016-2024
#> 1301             Vaud        Apartment    eg     2016-2024
#> 1302             Vaud        Apartment    eg     2016-2024
#> 1303             Vaud        Apartment    eg     2016-2024
#> 1304             Vaud     Single house              0-1919
#> 1305             Vaud     Single house           2016-2024
#> 1306             Vaud        Apartment noteg     2006-2010
#> 1307             Vaud     Single house           2016-2024
#> 1308             Vaud        Apartment noteg     2006-2010
#> 1309             Vaud     Single house           2016-2024
#> 1310             Vaud       Attic flat noteg     2006-2010
#> 1311             Vaud     Single house           1961-1970
#> 1312             Vaud        Apartment    eg     2001-2005
#> 1313             Vaud           Duplex noteg        0-1919
#> 1314             Vaud        Apartment noteg     1991-2000
#> 1315             Vaud           Duplex noteg     1991-2000
#> 1316             Vaud           Duplex noteg     2016-2024
#> 1317             Vaud Bifamiliar house           2016-2024
#> 1318             Vaud            Villa           1971-1980
#> 1319             Vaud        Apartment noteg        0-1919
#> 1320             Vaud        Apartment noteg     2016-2024
#> 1321             Vaud           Duplex    eg     2001-2005
#> 1322             Vaud     Single house           2006-2010
#> 1323             Vaud        Apartment    eg     2001-2005
#> 1324             Vaud           Duplex    eg     2001-2005
#> 1325             Vaud        Apartment noteg        0-1919
#> 1326             Vaud        Apartment    eg     2001-2005
#> 1327             Vaud Bifamiliar house           2006-2010
#> 1328             Vaud            Villa           1971-1980
#> 1329             Vaud     Single house           1971-1980
#> 1330             Vaud        Apartment noteg     2016-2024
#> 1331             Vaud        Roof flat noteg     2016-2024
#> 1332             Vaud        Apartment    eg     2011-2015
#> 1333             Vaud        Apartment noteg     2016-2024
#> 1334             Vaud        Apartment noteg     2016-2024
#> 1335             Vaud        Apartment    eg     2016-2024
#> 1336             Vaud            Villa           1971-1980
#> 1337             Vaud        Apartment noteg     2016-2024
#> 1338             Vaud           Duplex noteg     1981-1990
#> 1339             Vaud        Apartment noteg     2001-2005
#> 1340             Vaud        Apartment noteg     2016-2024
#> 1341             Vaud        Apartment noteg     1981-1990
#> 1342             Vaud        Apartment    eg     2016-2024
#> 1343             Vaud        Apartment noteg     2016-2024
#> 1344             Vaud        Apartment noteg     2016-2024
#> 1345             Vaud       Attic flat noteg     2016-2024
#> 1346             Vaud        Apartment noteg     2006-2010
#> 1347             Vaud           Duplex noteg     2001-2005
#> 1348             Vaud        Apartment noteg     2001-2005
#> 1349             Vaud        Apartment noteg     2016-2024
#> 1350             Vaud        Apartment noteg     2016-2024
#> 1351             Vaud        Apartment noteg     2016-2024
#> 1352             Vaud        Apartment noteg     2006-2010
#> 1353             Vaud        Apartment noteg     2016-2024
#> 1354             Vaud Bifamiliar house           1919-1945
#> 1355             Vaud        Apartment noteg     2006-2010
#> 1356             Vaud        Apartment noteg     2016-2024
#> 1357             Vaud        Apartment noteg     2016-2024
#> 1358             Vaud        Apartment noteg     2016-2024
#> 1359             Vaud     Single house           2016-2024
#> 1360             Vaud     Single house              0-1919
#> 1361             Vaud            Villa           2006-2010
#> 1362             Vaud        Apartment    eg     2016-2024
#> 1363             Vaud           Duplex noteg     2016-2024
#> 1364             Vaud        Apartment noteg     2016-2024
#> 1365             Vaud        Apartment    eg     2016-2024
#> 1366             Vaud        Apartment noteg     2016-2024
#> 1367             Vaud        Apartment noteg     2016-2024
#> 1368             Vaud        Apartment    eg     2016-2024
#> 1369             Vaud        Apartment noteg     2016-2024
#> 1370             Vaud        Apartment noteg     2016-2024
#> 1371             Vaud        Apartment noteg     2016-2024
#> 1372             Vaud        Apartment    eg     2016-2024
#> 1373             Vaud        Apartment    eg     2016-2024
#> 1374             Vaud        Apartment noteg     2016-2024
#> 1375             Vaud        Apartment    eg     2016-2024
#> 1376             Vaud        Apartment    eg     2016-2024
#> 1377             Vaud        Apartment noteg     2016-2024
#> 1378             Vaud        Apartment noteg     2016-2024
#> 1379             Vaud           Duplex noteg     2016-2024
#> 1380             Vaud        Apartment noteg     2016-2024
#> 1381             Vaud        Apartment noteg     2016-2024
#> 1382             Vaud Bifamiliar house              0-1919
#> 1383             Vaud     Single house              0-1919
#> 1384             Vaud     Single house              0-1919
#> 1385             Vaud            Villa           1991-2000
#> 1386             Vaud Bifamiliar house              0-1919
#> 1387             Vaud            Villa           1961-1970
#> 1388             Vaud        Apartment    eg     2016-2024
#> 1389             Vaud Bifamiliar house           2016-2024
#> 1390             Vaud            Villa           2016-2024
#> 1391             Vaud        Apartment    eg     2016-2024
#> 1392             Vaud            Villa           2016-2024
#> 1393             Vaud        Apartment noteg     2016-2024
#> 1394             Vaud        Apartment noteg     2016-2024
#> 1395             Vaud        Apartment noteg     2016-2024
#> 1396             Vaud     Single house           2011-2015
#> 1397             Vaud        Apartment noteg     2016-2024
#> 1398             Vaud     Single house              0-1919
#> 1399             Vaud        Apartment noteg     2016-2024
#> 1400             Vaud        Apartment    eg     2016-2024
#> 1401             Vaud        Apartment noteg     2016-2024
#> 1402             Vaud        Apartment noteg     2016-2024
#> 1403             Vaud        Apartment noteg     2016-2024
#> 1404             Vaud     Single house           2006-2010
#> 1405             Vaud     Single house           2016-2024
#> 1406             Vaud           Chalet           2006-2010
#> 1407             Vaud        Apartment noteg     1981-1990
#> 1408             Vaud            Villa           2006-2010
#> 1409             Vaud     Single house           1961-1970
#> 1410             Vaud     Single house           1961-1970
#> 1411             Vaud           Chalet           1961-1970
#> 1412             Vaud        Apartment    eg     2016-2024
#> 1413             Vaud        Apartment    eg     2016-2024
#> 1414             Vaud     Single house           1946-1960
#> 1415             Vaud     Single house           1961-1970
#> 1416             Vaud     Single house           2001-2005
#> 1417             Vaud     Single house           2011-2015
#> 1418             Vaud        Apartment    eg     2016-2024
#> 1419             Vaud        Apartment noteg     2006-2010
#> 1420             Vaud     Single house           2016-2024
#> 1421             Vaud Bifamiliar house           2016-2024
#> 1422             Vaud Bifamiliar house           2016-2024
#> 1423             Vaud        Apartment noteg     2016-2024
#> 1424             Vaud        Apartment noteg     2016-2024
#> 1425             Vaud Bifamiliar house           2016-2024
#> 1426             Vaud        Apartment noteg     2016-2024
#> 1427             Vaud        Apartment noteg     2016-2024
#> 1428             Vaud            Villa           2016-2024
#> 1429             Vaud        Apartment noteg     2016-2024
#> 1430             Vaud        Apartment noteg     2016-2024
#> 1431             Vaud Bifamiliar house           2016-2024
#> 1432             Vaud        Apartment noteg     2006-2010
#> 1433             Vaud        Apartment noteg     2011-2015
#> 1434             Vaud        Apartment noteg     2016-2024
#> 1435             Vaud        Apartment noteg     2016-2024
#> 1436             Vaud Bifamiliar house           2016-2024
#> 1437             Vaud        Apartment noteg     2016-2024
#> 1438             Vaud Bifamiliar house           2016-2024
#> 1439             Vaud Bifamiliar house           2016-2024
#> 1440             Vaud        Apartment    eg     2016-2024
#> 1441             Vaud       Attic flat noteg     2011-2015
#> 1442             Vaud        Apartment noteg     2016-2024
#> 1443             Vaud            Villa           1981-1990
#> 1444             Vaud     Single house           1981-1990
#> 1445             Vaud       Farm house              0-1919
#> 1446             Vaud     Single house           1981-1990
#> 1447             Vaud        Apartment noteg     2011-2015
#> 1448             Vaud        Apartment noteg     2011-2015
#> 1449             Vaud        Apartment noteg     2016-2024
#> 1450             Vaud        Roof flat noteg     2016-2024
#> 1451             Vaud     Single house           1971-1980
#> 1452             Vaud        Apartment noteg     2016-2024
#> 1453             Vaud     Single house           1971-1980
#> 1454             Vaud        Apartment noteg     2016-2024
#> 1455             Vaud        Apartment noteg     2016-2024
#> 1456             Vaud        Apartment noteg     2016-2024
#> 1457             Vaud        Apartment noteg     2016-2024
#> 1458             Vaud        Apartment noteg     2016-2024
#> 1459             Vaud        Apartment noteg     2016-2024
#> 1460             Vaud        Apartment noteg     1991-2000
#> 1461             Vaud            Villa              0-1919
#> 1462             Vaud     Single house              0-1919
#> 1463             Vaud            Villa           1961-1970
#> 1464             Vaud        Apartment noteg     2011-2015
#> 1465             Vaud        Apartment    eg     2016-2024
#> 1466             Vaud     Single house              0-1919
#> 1467             Vaud        Apartment noteg     2016-2024
#> 1468             Vaud        Apartment noteg     2016-2024
#> 1469             Vaud        Apartment noteg     2016-2024
#> 1470             Vaud            Villa           2001-2005
#> 1471             Vaud            Villa              0-1919
#> 1472             Vaud            Villa           2016-2024
#> 1473             Vaud            Villa           2016-2024
#> 1474             Vaud            Villa           2016-2024
#> 1475             Vaud            Villa           2016-2024
#> 1476             Vaud        Apartment    eg     2016-2024
#> 1477             Vaud Bifamiliar house           2016-2024
#> 1478             Vaud     Single house           1991-2000
#> 1479             Vaud            Villa           1991-2000
#> 1480             Vaud        Apartment noteg     2016-2024
#> 1481             Vaud           Duplex noteg        0-1919
#> 1482             Vaud        Apartment    eg        0-1919
#> 1483             Vaud     Single house              0-1919
#> 1484             Vaud        Apartment noteg        0-1919
#> 1485             Vaud        Apartment noteg        0-1919
#> 1486             Vaud        Apartment noteg     1991-2000
#> 1487             Vaud        Apartment noteg     2011-2015
#> 1488             Vaud     Single house           1919-1945
#> 1489             Vaud        Apartment noteg     2006-2010
#> 1490             Vaud       Attic flat noteg     1991-2000
#> 1491             Vaud        Apartment noteg     2016-2024
#> 1492             Vaud        Apartment noteg     1946-1960
#> 1493             Vaud        Apartment noteg     2016-2024
#> 1494             Vaud        Apartment    eg     2016-2024
#> 1495             Vaud        Apartment noteg     2016-2024
#> 1496             Vaud        Apartment noteg     1946-1960
#> 1497             Vaud     Single house           2006-2010
#> 1498             Vaud        Apartment    eg     2016-2024
#> 1499             Vaud             Loft    eg     2016-2024
#> 1500             Vaud        Apartment noteg     1981-1990
#> 1501             Vaud        Apartment noteg     2006-2010
#> 1502             Vaud        Apartment noteg     1991-2000
#> 1503             Vaud        Apartment noteg     2016-2024
#> 1504             Vaud        Apartment    eg     1981-1990
#> 1505             Vaud Bifamiliar house           1981-1990
#> 1506             Vaud        Apartment noteg     1991-2000
#> 1507             Vaud Bifamiliar house           1981-1990
#> 1508             Vaud        Apartment noteg     1981-1990
#> 1509             Vaud        Apartment noteg        0-1919
#> 1510             Vaud Bifamiliar house           2001-2005
#> 1511             Vaud        Apartment    eg     2016-2024
#> 1512             Vaud     Single house           2006-2010
#> 1513             Vaud        Apartment noteg     1981-1990
#> 1514             Vaud        Apartment noteg     2016-2024
#> 1515             Vaud        Apartment    eg     2016-2024
#> 1516             Vaud            Villa           1971-1980
#> 1517             Vaud        Apartment noteg     1991-2000
#> 1518             Vaud Bifamiliar house           2016-2024
#> 1519             Vaud Bifamiliar house           1981-1990
#> 1520             Vaud        Apartment noteg     2016-2024
#> 1521             Vaud        Apartment noteg     1981-1990
#> 1522             Vaud Bifamiliar house           1991-2000
#> 1523             Vaud        Apartment noteg     2016-2024
#> 1524             Vaud            Villa           1919-1945
#> 1525             Vaud Bifamiliar house           2016-2024
#> 1526             Vaud            Villa           2001-2005
#> 1527             Vaud     Single house              0-1919
#> 1528             Vaud        Apartment noteg     2016-2024
#> 1529             Vaud Bifamiliar house           2016-2024
#> 1530             Vaud        Apartment noteg     2016-2024
#> 1531             Vaud        Apartment noteg     2016-2024
#> 1532             Vaud        Apartment noteg     2016-2024
#> 1533             Vaud Bifamiliar house              0-1919
#> 1534             Vaud        Apartment noteg     2016-2024
#> 1535             Vaud        Apartment noteg     2016-2024
#> 1536             Vaud     Single house              0-1919
#> 1537             Vaud           Duplex    eg     2011-2015
#> 1538             Vaud     Single house              0-1919
#> 1539             Vaud            Villa              0-1919
#> 1540             Vaud     Single house              0-1919
#> 1541             Vaud        Apartment    eg     2011-2015
#> 1542             Vaud            Villa           1981-1990
#> 1543             Vaud        Roof flat noteg     2016-2024
#> 1544             Vaud        Apartment noteg     2016-2024
#> 1545             Vaud        Apartment noteg     2016-2024
#> 1546             Vaud        Apartment noteg     2016-2024
#> 1547             Vaud        Apartment noteg     2016-2024
#> 1548             Vaud        Apartment noteg        0-1919
#> 1549             Vaud        Apartment noteg     2001-2005
#> 1550             Vaud Bifamiliar house           2001-2005
#> 1551             Vaud        Apartment noteg     2016-2024
#> 1552             Vaud        Apartment noteg     2016-2024
#> 1553             Vaud           Duplex noteg     2001-2005
#> 1554             Vaud        Apartment noteg     2016-2024
#> 1555             Vaud        Apartment noteg     2016-2024
#> 1556             Vaud            Villa           2006-2010
#> 1557             Vaud            Villa           2006-2010
#> 1558             Vaud     Single house           1919-1945
#> 1559             Vaud        Apartment noteg     2016-2024
#> 1560             Vaud     Single house              0-1919
#> 1561             Vaud        Apartment noteg     1991-2000
#> 1562             Vaud            Villa           1971-1980
#> 1563             Vaud            Villa           1981-1990
#> 1564             Vaud        Apartment    eg     2016-2024
#> 1565             Vaud        Apartment noteg     2016-2024
#> 1566             Vaud     Single house              0-1919
#> 1567             Vaud     Single house           1971-1980
#> 1568             Vaud     Single house           1919-1945
#> 1569             Vaud     Single house           1971-1980
#> 1570             Vaud        Apartment noteg     2016-2024
#> 1571             Vaud     Single house           1961-1970
#> 1572             Vaud     Single house           2011-2015
#> 1573             Vaud     Single house           2011-2015
#> 1574             Vaud     Single house           1961-1970
#> 1575             Vaud     Single house           1961-1970
#> 1576             Vaud     Single house           2011-2015
#> 1577             Vaud Bifamiliar house           1991-2000
#> 1578             Vaud     Single house           1919-1945
#> 1579             Vaud     Single house              0-1919
#> 1580             Vaud     Single house           2011-2015
#> 1581             Vaud     Single house           2011-2015
#> 1582             Vaud        Apartment    eg     2011-2015
#> 1583             Vaud        Apartment noteg     1991-2000
#> 1584             Vaud     Single house              0-1919
#> 1585             Vaud     Single house              0-1919
#> 1586             Vaud     Single house              0-1919
#> 1587             Vaud       Farm house              0-1919
#> 1588             Vaud        Apartment noteg     1961-1970
#> 1589             Vaud        Apartment noteg     2011-2015
#> 1590             Vaud     Single house              0-1919
#> 1591             Vaud     Single house              0-1919
#> 1592             Vaud     Single house              0-1919
#> 1593             Vaud Bifamiliar house              0-1919
#> 1594             Vaud        Apartment    eg        0-1919
#> 1595             Vaud     Single house              0-1919
#> 1596             Vaud        Apartment noteg     2016-2024
#> 1597             Vaud Bifamiliar house           2011-2015
#> 1598             Vaud           Duplex noteg     2016-2024
#> 1599             Vaud        Apartment noteg     2016-2024
#> 1600             Vaud       Attic flat    eg     1991-2000
#> 1601             Vaud Bifamiliar house           1991-2000
#> 1602             Vaud            Villa           1971-1980
#> 1603             Vaud            Villa           1971-1980
#> 1604             Vaud            Villa           1961-1970
#> 1605             Vaud        Apartment    eg     1991-2000
#> 1606             Vaud        Apartment    eg     2016-2024
#> 1607             Vaud        Apartment    eg     1991-2000
#> 1608             Vaud           Duplex    eg     1991-2000
#> 1609             Vaud     Single house           1981-1990
#> 1610             Vaud       Attic flat    eg     2001-2005
#> 1611             Vaud     Single house           1971-1980
#> 1612             Vaud     Single house              0-1919
#> 1613             Vaud     Single house           1981-1990
#> 1614             Vaud        Apartment    eg     2001-2005
#> 1615             Vaud        Apartment    eg     2016-2024
#> 1616             Vaud     Single house           2011-2015
#> 1617             Vaud        Apartment noteg     2016-2024
#> 1618             Vaud     Single house           1946-1960
#> 1619             Vaud        Apartment noteg     2016-2024
#> 1620             Vaud        Apartment noteg     2016-2024
#> 1621             Vaud        Apartment noteg     2016-2024
#> 1622             Vaud       Farm house              0-1919
#> 1623             Vaud        Apartment    eg     1981-1990
#> 1624             Vaud     Single house              0-1919
#> 1625             Vaud     Single house           1981-1990
#> 1626             Vaud     Single house           2011-2015
#> 1627             Vaud            Villa           2001-2005
#> 1628             Vaud            Villa           1981-1990
#> 1629             Vaud       Farm house              0-1919
#> 1630             Vaud     Single house              0-1919
#> 1631             Vaud            Villa           2016-2024
#> 1632             Vaud Bifamiliar house           2016-2024
#> 1633             Vaud     Single house           2001-2005
#> 1634             Vaud     Single house           1981-1990
#> 1635             Vaud            Villa           1971-1980
#> 1636             Vaud     Single house              0-1919
#> 1637             Vaud       Farm house              0-1919
#> 1638             Vaud     Single house              0-1919
#> 1639         Fribourg        Apartment noteg     2016-2024
#> 1640         Fribourg        Apartment    eg     1981-1990
#> 1641         Fribourg        Apartment noteg     2016-2024
#> 1642         Fribourg        Apartment noteg     2016-2024
#> 1643         Fribourg        Apartment noteg     2016-2024
#> 1644         Fribourg        Apartment noteg     2016-2024
#> 1645         Fribourg        Apartment noteg     2016-2024
#> 1646         Fribourg        Apartment noteg     2016-2024
#> 1647         Fribourg     Single house              0-1919
#> 1648         Fribourg        Apartment    eg     1961-1970
#> 1649         Fribourg     Single house           2011-2015
#> 1650         Fribourg        Apartment noteg     1961-1970
#> 1651         Fribourg        Apartment    eg     2016-2024
#> 1652         Fribourg        Apartment noteg     2016-2024
#> 1653         Fribourg        Apartment noteg     2016-2024
#> 1654         Fribourg     Single house           2016-2024
#> 1655         Fribourg        Apartment noteg     1971-1980
#> 1656         Fribourg        Apartment noteg     2016-2024
#> 1657         Fribourg        Apartment noteg     2016-2024
#> 1658         Fribourg     Single house           2016-2024
#> 1659         Fribourg Bifamiliar house           2016-2024
#> 1660         Fribourg        Apartment noteg        0-1919
#> 1661         Fribourg           Duplex noteg        0-1919
#> 1662         Fribourg Bifamiliar house           2016-2024
#> 1663         Fribourg Bifamiliar house           2016-2024
#> 1664         Fribourg        Apartment noteg     2016-2024
#> 1665         Fribourg        Apartment noteg     2016-2024
#> 1666         Fribourg     Single house           1991-2000
#> 1667         Fribourg       Farm house              0-1919
#> 1668         Fribourg     Single house              0-1919
#> 1669         Fribourg            Villa           2016-2024
#> 1670         Fribourg       Farm house              0-1919
#> 1671         Fribourg     Single house              0-1919
#> 1672         Fribourg Bifamiliar house           2016-2024
#> 1673         Fribourg     Single house           2006-2010
#> 1674         Fribourg     Single house           2011-2015
#> 1675         Fribourg     Single house           2006-2010
#> 1676         Fribourg Bifamiliar house           2016-2024
#> 1677         Fribourg           Duplex noteg     2016-2024
#> 1678         Fribourg        Apartment noteg     2016-2024
#> 1679         Fribourg        Apartment    eg     2016-2024
#> 1680         Fribourg           Duplex noteg     2016-2024
#> 1681         Fribourg        Apartment noteg     2016-2024
#> 1682         Fribourg        Apartment    eg     2016-2024
#> 1683         Fribourg        Apartment noteg     2016-2024
#> 1684         Fribourg        Apartment    eg     2016-2024
#> 1685         Fribourg        Apartment noteg     2016-2024
#> 1686         Fribourg       Attic flat noteg     2016-2024
#> 1687         Fribourg        Apartment noteg     2016-2024
#> 1688         Fribourg       Attic flat noteg     2016-2024
#> 1689         Fribourg        Apartment noteg     2016-2024
#> 1690         Fribourg     Single house           1981-1990
#> 1691         Fribourg        Apartment noteg     2016-2024
#> 1692         Fribourg     Single house           1971-1980
#> 1693         Fribourg            Villa              0-1919
#> 1694         Fribourg            Villa           2001-2005
#> 1695         Fribourg        Apartment    eg     2016-2024
#> 1696         Fribourg        Apartment noteg     2016-2024
#> 1697         Fribourg        Apartment noteg     2016-2024
#> 1698         Fribourg        Apartment noteg     2016-2024
#> 1699         Fribourg        Apartment noteg     2006-2010
#> 1700         Fribourg     Single house           1946-1960
#> 1701         Fribourg     Single house           2011-2015
#> 1702         Fribourg            Villa              0-1919
#> 1703         Fribourg Bifamiliar house           2016-2024
#> 1704         Fribourg Bifamiliar house           2016-2024
#> 1705         Fribourg        Apartment noteg     2016-2024
#> 1706             Vaud     Single house              0-1919
#> 1707             Vaud     Single house              0-1919
#> 1708             Vaud            Villa           2016-2024
#> 1709             Vaud       Farm house              0-1919
#> 1710             Vaud            Villa           2016-2024
#> 1711             Vaud        Apartment    eg     2011-2015
#> 1712             Vaud        Apartment noteg     2016-2024
#> 1713             Vaud            Villa           1981-1990
#> 1714             Vaud        Apartment    eg     2016-2024
#> 1715             Vaud        Apartment noteg     2016-2024
#> 1716             Vaud        Apartment noteg     2016-2024
#> 1717             Vaud     Single house           1981-1990
#> 1718             Vaud        Apartment    eg     2016-2024
#> 1719             Vaud Bifamiliar house           2016-2024
#> 1720             Vaud       Attic flat noteg     2011-2015
#> 1721             Vaud     Single house           2006-2010
#> 1722             Vaud        Apartment    eg     2016-2024
#> 1723             Vaud        Apartment    eg     2016-2024
#> 1724             Vaud        Apartment noteg     2016-2024
#> 1725             Vaud     Single house              0-1919
#> 1726             Vaud     Single house           1981-1990
#> 1727             Vaud            Villa           1946-1960
#> 1728             Vaud        Apartment noteg     2016-2024
#> 1729             Vaud        Apartment noteg     2016-2024
#> 1730             Vaud        Apartment noteg     2016-2024
#> 1731             Vaud     Single house           2016-2024
#> 1732             Vaud        Apartment noteg     2016-2024
#> 1733             Vaud        Apartment    eg     2016-2024
#> 1734             Vaud        Apartment    eg     2016-2024
#> 1735             Vaud        Apartment    eg     2016-2024
#> 1736             Vaud Bifamiliar house           2016-2024
#> 1737             Vaud        Apartment noteg     2016-2024
#> 1738             Vaud Bifamiliar house           2016-2024
#> 1739             Vaud     Single house           1961-1970
#> 1740             Vaud        Apartment noteg     2016-2024
#> 1741             Vaud        Apartment    eg     2016-2024
#> 1742             Vaud        Apartment noteg     2016-2024
#> 1743             Vaud        Apartment noteg     2016-2024
#> 1744             Vaud     Single house           1961-1970
#> 1745             Vaud        Apartment noteg     2016-2024
#> 1746             Vaud Bifamiliar house           2016-2024
#> 1747             Vaud     Single house              0-1919
#> 1748             Vaud     Single house           2016-2024
#> 1749             Vaud        Apartment    eg     2016-2024
#> 1750             Vaud        Apartment    eg     2016-2024
#> 1751             Vaud        Apartment noteg     2016-2024
#> 1752             Vaud        Apartment    eg     2016-2024
#> 1753             Vaud        Apartment noteg     2011-2015
#> 1754             Vaud            Villa           1991-2000
#> 1755             Vaud        Apartment noteg     2016-2024
#> 1756             Vaud        Apartment    eg     2016-2024
#> 1757             Vaud        Apartment noteg     2016-2024
#> 1758             Vaud        Apartment noteg     2016-2024
#> 1759             Vaud        Apartment    eg     2016-2024
#> 1760             Vaud     Single house           2011-2015
#> 1761             Vaud     Single house           2016-2024
#> 1762             Vaud Bifamiliar house           2016-2024
#> 1763             Vaud            Villa           2016-2024
#> 1764             Vaud            Villa           2016-2024
#> 1765             Vaud Bifamiliar house           2016-2024
#> 1766             Vaud Bifamiliar house           2016-2024
#> 1767             Vaud Bifamiliar house           2016-2024
#> 1768             Vaud Bifamiliar house           2016-2024
#> 1769             Vaud     Single house           2016-2024
#> 1770             Vaud            Villa           2016-2024
#> 1771             Vaud        Roof flat noteg     2016-2024
#> 1772             Vaud        Apartment    eg     2011-2015
#> 1773             Vaud     Single house           1981-1990
#> 1774             Vaud            Villa           2016-2024
#> 1775             Vaud        Apartment    eg     2011-2015
#> 1776             Vaud        Apartment noteg        0-1919
#> 1777             Vaud     Single house           2016-2024
#> 1778             Vaud        Apartment noteg        0-1919
#> 1779             Vaud     Single house           1971-1980
#> 1780             Vaud        Apartment noteg     1981-1990
#> 1781             Vaud     Single house           2016-2024
#> 1782             Vaud        Apartment noteg     2016-2024
#> 1783             Vaud           Duplex    eg     2016-2024
#> 1784             Vaud            Villa           1971-1980
#> 1785             Vaud        Apartment noteg     2011-2015
#> 1786             Vaud            Villa           1981-1990
#> 1787             Vaud             Loft noteg     2016-2024
#> 1788             Vaud            Villa           2016-2024
#> 1789             Vaud            Villa           1971-1980
#> 1790             Vaud        Apartment noteg     2016-2024
#> 1791             Vaud        Apartment noteg     2016-2024
#> 1792             Vaud        Roof flat noteg     2016-2024
#> 1793             Vaud     Single house           1971-1980
#> 1794             Vaud        Apartment noteg     2016-2024
#> 1795             Vaud           Duplex noteg        0-1919
#> 1796             Vaud        Apartment    eg     2016-2024
#> 1797             Vaud        Apartment noteg     2011-2015
#> 1798             Vaud     Single house              0-1919
#> 1799             Vaud     Single house           1919-1945
#> 1800             Vaud     Single house              0-1919
#> 1801             Vaud     Single house           2006-2010
#> 1802             Vaud     Single house           1919-1945
#> 1803             Vaud Bifamiliar house           2016-2024
#> 1804             Vaud     Single house              0-1919
#> 1805         Fribourg            Villa           2016-2024
#> 1806         Fribourg     Single house           2006-2010
#> 1807         Fribourg     Single house           2011-2015
#> 1808         Fribourg       Farm house              0-1919
#> 1809             Vaud     Single house           1991-2000
#> 1810             Vaud        Apartment noteg     2016-2024
#> 1811             Vaud        Apartment noteg     2016-2024
#> 1812             Vaud     Single house           1919-1945
#> 1813             Vaud            Villa           2001-2005
#> 1814             Vaud        Apartment    eg     2011-2015
#> 1815             Vaud        Apartment noteg     2006-2010
#> 1816             Vaud        Apartment noteg     1981-1990
#> 1817             Vaud        Apartment noteg     2016-2024
#> 1818             Vaud            Villa           2001-2005
#> 1819             Vaud        Apartment noteg     1981-1990
#> 1820             Vaud        Apartment noteg     2016-2024
#> 1821             Vaud        Apartment    eg     2016-2024
#> 1822             Vaud     Single house           1946-1960
#> 1823             Vaud       Attic flat noteg     2006-2010
#> 1824             Vaud        Apartment noteg     2016-2024
#> 1825             Vaud        Apartment noteg        0-1919
#> 1826             Vaud        Apartment    eg     2016-2024
#> 1827             Vaud        Apartment noteg     2016-2024
#> 1828             Vaud        Apartment    eg     2016-2024
#> 1829             Vaud            Villa           2016-2024
#> 1830             Vaud        Apartment noteg     2016-2024
#> 1831             Vaud        Apartment    eg     2016-2024
#> 1832             Vaud        Apartment noteg        0-1919
#> 1833             Vaud        Apartment noteg     2016-2024
#> 1834             Vaud        Apartment noteg     2016-2024
#> 1835             Vaud            Villa           2001-2005
#> 1836             Vaud        Apartment    eg     2016-2024
#> 1837             Vaud            Villa           2016-2024
#> 1838             Vaud        Apartment noteg     2016-2024
#> 1839         Fribourg     Single house           2006-2010
#> 1840         Fribourg     Single house           2001-2005
#> 1841         Fribourg        Apartment noteg     1991-2000
#> 1842         Fribourg        Apartment noteg     1991-2000
#> 1843         Fribourg     Single house           2001-2005
#> 1844         Fribourg     Single house           2006-2010
#> 1845         Fribourg Bifamiliar house              0-1919
#> 1846         Fribourg        Apartment    eg     2016-2024
#> 1847         Fribourg            Villa           2016-2024
#> 1848         Fribourg        Apartment    eg     2011-2015
#> 1849         Fribourg     Single house           2016-2024
#> 1850         Fribourg            Villa           2006-2010
#> 1851         Fribourg     Single house           2001-2005
#> 1852         Fribourg        Apartment    eg     2016-2024
#> 1853         Fribourg     Single house           2016-2024
#> 1854         Fribourg     Single house           2016-2024
#> 1855         Fribourg        Apartment noteg     2016-2024
#> 1856         Fribourg        Apartment noteg     2016-2024
#> 1857         Fribourg           Chalet           1981-1990
#> 1858         Fribourg     Single house           1971-1980
#> 1859         Fribourg        Apartment    eg     2016-2024
#> 1860         Fribourg     Single house           2006-2010
#> 1861             Vaud        Apartment noteg     2016-2024
#> 1862             Vaud     Single house              0-1919
#> 1863             Vaud       Attic flat noteg     2016-2024
#> 1864             Vaud        Apartment noteg     2016-2024
#> 1865             Vaud        Apartment    eg     2016-2024
#> 1866             Vaud Bifamiliar house           2011-2015
#> 1867             Vaud     Single house           1919-1945
#> 1868             Vaud     Single house              0-1919
#> 1869             Vaud        Apartment noteg     2016-2024
#> 1870             Vaud        Apartment noteg     2016-2024
#> 1871             Vaud       Attic flat noteg     2016-2024
#> 1872             Vaud            Villa           1971-1980
#> 1873             Vaud        Apartment    eg     2016-2024
#> 1874             Vaud Bifamiliar house           2016-2024
#> 1875             Vaud        Apartment noteg     2016-2024
#> 1876             Vaud     Single house              0-1919
#> 1877             Vaud           Duplex noteg     2016-2024
#> 1878             Vaud     Single house              0-1919
#> 1879             Vaud        Apartment noteg     2016-2024
#> 1880             Vaud            Villa           2016-2024
#> 1881             Vaud        Apartment noteg     2016-2024
#> 1882             Vaud        Apartment noteg     2016-2024
#> 1883             Vaud        Apartment    eg     2011-2015
#> 1884             Vaud        Apartment noteg     2016-2024
#> 1885             Vaud        Apartment noteg     2016-2024
#> 1886             Vaud        Apartment noteg     1981-1990
#> 1887             Vaud        Apartment noteg     2016-2024
#> 1888             Vaud     Single house           1981-1990
#> 1889         Fribourg     Single house           2016-2024
#> 1890         Fribourg        Apartment noteg     2016-2024
#> 1891         Fribourg       Attic flat noteg     2016-2024
#> 1892         Fribourg        Apartment noteg     2016-2024
#> 1893         Fribourg        Apartment noteg     2016-2024
#> 1894         Fribourg        Apartment    eg     2016-2024
#> 1895         Fribourg            Villa           2016-2024
#> 1896         Fribourg Bifamiliar house           1991-2000
#> 1897         Fribourg     Single house           2016-2024
#> 1898         Fribourg           Duplex    eg     2016-2024
#> 1899         Fribourg        Apartment    eg     2016-2024
#> 1900         Fribourg        Apartment    eg        0-1919
#> 1901         Fribourg Bifamiliar house           2016-2024
#> 1902         Fribourg Bifamiliar house           2016-2024
#> 1903         Fribourg Bifamiliar house           2016-2024
#> 1904         Fribourg        Apartment    eg     2016-2024
#> 1905         Fribourg Bifamiliar house           2016-2024
#> 1906         Fribourg        Apartment noteg     2016-2024
#> 1907         Fribourg Bifamiliar house           2016-2024
#> 1908         Fribourg        Apartment noteg        0-1919
#> 1909         Fribourg     Single house           2016-2024
#> 1910         Fribourg        Apartment    eg        0-1919
#> 1911         Fribourg     Single house           2016-2024
#> 1912         Fribourg     Single house           2011-2015
#> 1913         Fribourg     Single house           1961-1970
#> 1914         Fribourg            Villa           2016-2024
#> 1915         Fribourg        Apartment noteg     2016-2024
#> 1916         Fribourg Bifamiliar house           2016-2024
#> 1917         Fribourg            Villa           2016-2024
#> 1918         Fribourg            Villa           2001-2005
#> 1919         Fribourg     Single house           2016-2024
#> 1920         Fribourg Bifamiliar house           2016-2024
#> 1921         Fribourg Bifamiliar house           2016-2024
#> 1922         Fribourg     Single house           2016-2024
#> 1923         Fribourg     Single house           2016-2024
#> 1924         Fribourg     Single house           2016-2024
#> 1925         Fribourg     Single house           1981-1990
#> 1926         Fribourg        Apartment noteg     2006-2010
#> 1927         Fribourg Bifamiliar house           2016-2024
#> 1928         Fribourg     Single house           2016-2024
#> 1929         Fribourg     Single house           2016-2024
#> 1930         Fribourg     Single house           2016-2024
#> 1931         Fribourg        Apartment noteg     2016-2024
#> 1932             Vaud     Single house              0-1919
#> 1933         Fribourg        Apartment noteg     2016-2024
#> 1934         Fribourg        Apartment noteg     2016-2024
#> 1935         Fribourg        Apartment noteg     2016-2024
#> 1936         Fribourg        Apartment noteg     2016-2024
#> 1937         Fribourg        Apartment noteg     2016-2024
#> 1938         Fribourg        Apartment noteg     2016-2024
#> 1939         Fribourg            Villa           2016-2024
#> 1940         Fribourg            Villa           2016-2024
#> 1941         Fribourg            Villa           2016-2024
#> 1942         Fribourg            Villa           2016-2024
#> 1943         Fribourg            Villa           2016-2024
#> 1944         Fribourg Bifamiliar house           2011-2015
#> 1945         Fribourg            Villa           2016-2024
#> 1946         Fribourg        Apartment noteg     2011-2015
#> 1947         Fribourg        Apartment noteg     2016-2024
#> 1948         Fribourg            Villa           2016-2024
#> 1949         Fribourg Bifamiliar house           2011-2015
#> 1950         Fribourg     Single house           2011-2015
#> 1951         Fribourg        Apartment noteg     2016-2024
#> 1952         Fribourg Bifamiliar house           2016-2024
#> 1953         Fribourg        Apartment noteg     2016-2024
#> 1954         Fribourg            Villa           2016-2024
#> 1955         Fribourg            Villa           2016-2024
#> 1956         Fribourg            Villa           2016-2024
#> 1957         Fribourg        Apartment noteg     2016-2024
#> 1958         Fribourg        Apartment noteg     2016-2024
#> 1959         Fribourg            Villa           2016-2024
#> 1960         Fribourg            Villa           2016-2024
#> 1961         Fribourg            Villa           2016-2024
#> 1962         Fribourg            Villa           2016-2024
#> 1963         Fribourg Bifamiliar house           2016-2024
#> 1964         Fribourg        Roof flat noteg     2011-2015
#> 1965         Fribourg           Duplex noteg     2016-2024
#> 1966         Fribourg     Single house              0-1919
#> 1967         Fribourg Bifamiliar house           1961-1970
#> 1968         Fribourg     Single house           1961-1970
#> 1969             Vaud        Apartment noteg     2016-2024
#> 1970             Vaud Bifamiliar house           2016-2024
#> 1971             Vaud        Apartment noteg        0-1919
#> 1972             Vaud           Duplex noteg     2006-2010
#> 1973             Vaud Bifamiliar house           2016-2024
#> 1974             Vaud Bifamiliar house           2016-2024
#> 1975             Vaud        Apartment noteg     2006-2010
#> 1976             Vaud Bifamiliar house           2016-2024
#> 1977             Vaud Bifamiliar house           2016-2024
#> 1978             Vaud        Roof flat noteg     2011-2015
#> 1979             Vaud        Apartment noteg     2011-2015
#> 1980             Vaud        Apartment noteg     2016-2024
#> 1981             Vaud Bifamiliar house           2016-2024
#> 1982             Vaud        Apartment    eg     2011-2015
#> 1983             Vaud Bifamiliar house           2016-2024
#> 1984             Vaud Bifamiliar house           1919-1945
#> 1985         Fribourg     Single house           1961-1970
#> 1986             Vaud        Apartment    eg     2016-2024
#> 1987             Vaud           Duplex    eg     2016-2024
#> 1988             Vaud        Apartment    eg     2016-2024
#> 1989             Vaud           Duplex    eg     2016-2024
#> 1990             Vaud        Apartment    eg     2016-2024
#> 1991             Vaud           Duplex    eg     2016-2024
#> 1992             Vaud        Apartment noteg     2016-2024
#> 1993             Vaud       Attic flat noteg     2016-2024
#> 1994             Vaud        Apartment noteg     2016-2024
#> 1995             Vaud        Apartment noteg     2016-2024
#> 1996             Vaud        Apartment noteg     2016-2024
#> 1997             Vaud        Apartment    eg     2016-2024
#> 1998             Vaud           Duplex noteg     2011-2015
#> 1999             Vaud        Apartment noteg     2011-2015
#> 2000             Vaud     Single house           1971-1980
#> 2001             Vaud        Apartment noteg     2016-2024
#> 2002             Vaud     Single house           1971-1980
#> 2003             Vaud        Apartment    eg     2011-2015
#> 2004             Vaud     Single house           1971-1980
#> 2005             Vaud        Apartment noteg     2016-2024
#> 2006             Vaud        Apartment noteg     2016-2024
#> 2007             Vaud           Duplex noteg     2016-2024
#> 2008             Vaud        Apartment noteg     2016-2024
#> 2009             Vaud            Villa           1961-1970
#> 2010             Vaud Bifamiliar house           1981-1990
#> 2011             Vaud        Roof flat noteg     2016-2024
#> 2012             Vaud     Single house           2006-2010
#> 2013             Vaud     Single house           2006-2010
#> 2014             Vaud     Single house           2006-2010
#> 2015             Vaud            Villa           2006-2010
#> 2016             Vaud        Apartment noteg     2016-2024
#> 2017             Vaud     Single house           2006-2010
#> 2018             Vaud        Apartment noteg     1981-1990
#> 2019             Vaud        Apartment noteg     1981-1990
#> 2020             Vaud        Apartment noteg     2006-2010
#> 2021             Vaud        Roof flat noteg     1981-1990
#> 2022             Vaud            Villa           2011-2015
#> 2023         Fribourg            Villa           2011-2015
#> 2024         Fribourg            Villa           2011-2015
#> 2025             Vaud        Apartment noteg     2016-2024
#> 2026             Vaud       Farm house           1919-1945
#> 2027             Vaud        Apartment noteg     2016-2024
#> 2028             Vaud     Single house           1919-1945
#> 2029             Vaud            Villa           1981-1990
#> 2030             Vaud        Roof flat noteg     2016-2024
#> 2031             Vaud     Single house           1971-1980
#> 2032             Vaud            Villa           2011-2015
#> 2033             Vaud        Apartment noteg     2011-2015
#> 2034             Vaud        Roof flat noteg     2016-2024
#> 2035             Vaud        Apartment noteg     2016-2024
#> 2036             Vaud     Single house           1971-1980
#> 2037             Vaud            Villa           1981-1990
#> 2038             Vaud     Single house           1971-1980
#> 2039             Vaud        Apartment noteg     2016-2024
#> 2040             Vaud           Duplex noteg     2016-2024
#> 2041         Fribourg            Villa           1971-1980
#> 2042         Fribourg        Apartment noteg     2016-2024
#> 2043         Fribourg        Apartment noteg     2016-2024
#> 2044         Fribourg        Apartment    eg     2016-2024
#> 2045         Fribourg        Apartment noteg     2016-2024
#> 2046         Fribourg        Apartment noteg     2016-2024
#> 2047         Fribourg Bifamiliar house           2011-2015
#> 2048         Fribourg     Single house           2016-2024
#> 2049         Fribourg        Apartment noteg     2016-2024
#> 2050         Fribourg     Single house           2016-2024
#> 2051         Fribourg     Single house           2006-2010
#> 2052         Fribourg        Apartment noteg     2016-2024
#> 2053         Fribourg       Attic flat noteg     2016-2024
#> 2054         Fribourg        Apartment    eg     2016-2024
#> 2055         Fribourg        Apartment    eg     2016-2024
#> 2056        St-Gallen     Single house           1971-1980
#> 2057         Fribourg        Apartment noteg     2016-2024
#> 2058         Fribourg        Apartment noteg     2016-2024
#> 2059         Fribourg        Apartment    eg     2011-2015
#> 2060         Fribourg        Apartment noteg     1991-2000
#> 2061         Fribourg        Roof flat noteg     1991-2000
#> 2062         Fribourg        Apartment noteg     2016-2024
#> 2063         Fribourg        Apartment noteg     1981-1990
#> 2064         Fribourg        Apartment    eg     2016-2024
#> 2065         Fribourg        Apartment noteg     2016-2024
#> 2066         Fribourg           Duplex    eg     2011-2015
#> 2067         Fribourg     Single house           2001-2005
#> 2068         Fribourg        Apartment noteg     2016-2024
#> 2069         Fribourg     Single house           2016-2024
#> 2070         Fribourg        Apartment    eg     2006-2010
#> 2071         Fribourg           Chalet           2016-2024
#> 2072         Fribourg     Single house           2001-2005
#> 2073         Fribourg           Chalet           2016-2024
#> 2074         Fribourg        Apartment    eg     2011-2015
#> 2075         Fribourg        Apartment    eg     2011-2015
#> 2076         Fribourg     Single house           1946-1960
#> 2077         Fribourg        Apartment noteg     2016-2024
#> 2078         Fribourg     Single house           2006-2010
#> 2079         Fribourg     Single house           2016-2024
#> 2080         Fribourg Bifamiliar house           2016-2024
#> 2081         Fribourg     Single house           2011-2015
#> 2082         Fribourg        Apartment noteg     2006-2010
#> 2083         Fribourg        Apartment noteg     1946-1960
#> 2084         Fribourg Bifamiliar house           2016-2024
#> 2085         Fribourg        Apartment    eg     2011-2015
#> 2086         Fribourg        Apartment    eg     2016-2024
#> 2087         Fribourg           Chalet           1946-1960
#> 2088         Fribourg           Chalet           1919-1945
#> 2089         Fribourg        Apartment noteg     1971-1980
#> 2090         Fribourg     Single house           1946-1960
#> 2091         Fribourg           Chalet           2016-2024
#> 2092         Fribourg           Chalet           2016-2024
#> 2093         Fribourg           Chalet           2016-2024
#> 2094         Fribourg     Single house           2006-2010
#> 2095         Fribourg        Apartment    eg     2016-2024
#> 2096         Fribourg           Chalet           1981-1990
#> 2097         Fribourg           Chalet           1919-1945
#> 2098         Fribourg           Chalet           1981-1990
#> 2099         Fribourg           Chalet           2011-2015
#> 2100         Fribourg           Chalet           2016-2024
#> 2101         Fribourg        Apartment noteg     1971-1980
#> 2102         Fribourg        Apartment    eg     2016-2024
#> 2103         Fribourg        Apartment noteg     2016-2024
#> 2104         Fribourg           Chalet           2016-2024
#> 2105         Fribourg        Apartment    eg     2016-2024
#> 2106         Fribourg        Apartment    eg     2011-2015
#> 2107         Fribourg     Single house           1961-1970
#> 2108         Fribourg            Villa           1981-1990
#> 2109         Fribourg        Apartment    eg     2016-2024
#> 2110         Fribourg        Apartment    eg     2016-2024
#> 2111         Fribourg     Single house           2016-2024
#> 2112         Fribourg Bifamiliar house           2016-2024
#> 2113         Fribourg Bifamiliar house           2016-2024
#> 2114         Fribourg            Villa           1981-1990
#> 2115         Fribourg Bifamiliar house           2016-2024
#> 2116         Fribourg       Farm house           1919-1945
#> 2117         Fribourg        Apartment noteg     2016-2024
#> 2118         Fribourg       Attic flat noteg     2016-2024
#> 2119         Fribourg        Apartment noteg     2016-2024
#> 2120         Fribourg       Attic flat noteg     2016-2024
#> 2121         Fribourg        Apartment noteg     2011-2015
#> 2122         Fribourg     Single house           2006-2010
#> 2123         Fribourg            Villa           2011-2015
#> 2124         Fribourg     Single house           2006-2010
#> 2125         Fribourg     Single house           2011-2015
#> 2126         Fribourg     Single house           2006-2010
#> 2127         Fribourg     Single house           2006-2010
#> 2128         Fribourg        Apartment    eg     2006-2010
#> 2129         Fribourg        Apartment noteg     2011-2015
#> 2130         Fribourg        Apartment noteg     2016-2024
#> 2131         Fribourg        Apartment noteg     1946-1960
#> 2132         Fribourg        Apartment noteg     2016-2024
#> 2133         Fribourg        Apartment    eg     2011-2015
#> 2134         Fribourg        Apartment noteg     1981-1990
#> 2135         Fribourg        Apartment    eg     2016-2024
#> 2136         Fribourg        Apartment noteg     2011-2015
#> 2137         Fribourg        Apartment noteg     2011-2015
#> 2138         Fribourg        Apartment noteg     2011-2015
#> 2139         Fribourg        Apartment noteg     1971-1980
#> 2140         Fribourg     Single house           2006-2010
#> 2141         Fribourg        Apartment noteg     2011-2015
#> 2142         Fribourg       Attic flat noteg     2011-2015
#> 2143         Fribourg        Apartment    eg     1981-1990
#> 2144         Fribourg Bifamiliar house           2016-2024
#> 2145         Fribourg        Apartment    eg     2016-2024
#> 2146         Fribourg Bifamiliar house           2016-2024
#> 2147         Fribourg        Apartment noteg     2016-2024
#> 2148         Fribourg        Apartment noteg     2016-2024
#> 2149         Fribourg        Apartment    eg     1981-1990
#> 2150         Fribourg        Apartment    eg     2016-2024
#> 2151         Fribourg Bifamiliar house           2016-2024
#> 2152         Fribourg        Apartment noteg     2011-2015
#> 2153         Fribourg        Apartment noteg     2016-2024
#> 2154         Fribourg        Apartment    eg     2016-2024
#> 2155         Fribourg       Farm house              0-1919
#> 2156         Fribourg     Single house           1991-2000
#> 2157         Fribourg        Apartment noteg     2016-2024
#> 2158         Fribourg        Apartment    eg     2016-2024
#> 2159         Fribourg       Attic flat noteg     2011-2015
#> 2160         Fribourg        Apartment noteg     1961-1970
#> 2161         Fribourg     Single house           2006-2010
#> 2162         Fribourg        Apartment noteg     2011-2015
#> 2163         Fribourg        Apartment    eg     2011-2015
#> 2164         Fribourg        Apartment noteg     1971-1980
#> 2165         Fribourg     Single house           2016-2024
#> 2166         Fribourg            Villa           2016-2024
#> 2167         Fribourg        Apartment noteg     2011-2015
#> 2168         Fribourg            Villa           2016-2024
#> 2169         Fribourg            Villa           2016-2024
#> 2170         Fribourg Bifamiliar house           2016-2024
#> 2171         Fribourg     Single house           2016-2024
#> 2172         Fribourg     Single house           2011-2015
#> 2173         Fribourg        Apartment    eg        0-1919
#> 2174         Fribourg        Apartment noteg     2016-2024
#> 2175         Fribourg       Attic flat noteg     2016-2024
#> 2176         Fribourg     Single house           2016-2024
#> 2177         Fribourg        Apartment noteg     2016-2024
#> 2178         Fribourg       Farm house              0-1919
#> 2179         Fribourg        Apartment noteg     2016-2024
#> 2180         Fribourg     Single house           2016-2024
#> 2181         Fribourg     Terrace flat    eg     2016-2024
#> 2182         Fribourg        Apartment noteg     2016-2024
#> 2183         Fribourg        Roof flat noteg     2016-2024
#> 2184         Fribourg        Apartment noteg     2016-2024
#> 2185         Fribourg        Apartment noteg     2016-2024
#> 2186         Fribourg        Apartment noteg     2016-2024
#> 2187         Fribourg        Apartment noteg     2016-2024
#> 2188         Fribourg            Villa           2011-2015
#> 2189         Fribourg        Apartment noteg     2016-2024
#> 2190         Fribourg       Farm house              0-1919
#> 2191         Fribourg           Chalet           2011-2015
#> 2192         Fribourg        Apartment noteg     2016-2024
#> 2193         Fribourg     Single house           2016-2024
#> 2194         Fribourg     Single house           1946-1960
#> 2195         Fribourg     Single house           2016-2024
#> 2196         Fribourg        Apartment    eg     2016-2024
#> 2197         Fribourg        Apartment noteg     2016-2024
#> 2198         Fribourg        Apartment noteg     2016-2024
#> 2199         Fribourg        Apartment noteg     2016-2024
#> 2200         Fribourg        Apartment    eg     2016-2024
#> 2201         Fribourg       Attic flat noteg     2016-2024
#> 2202         Fribourg        Apartment noteg     2016-2024
#> 2203         Fribourg        Apartment    eg     2016-2024
#> 2204         Fribourg        Apartment noteg     2011-2015
#> 2205         Fribourg        Apartment    eg     2016-2024
#> 2206         Fribourg        Apartment    eg     1961-1970
#> 2207         Fribourg        Apartment noteg     2011-2015
#> 2208         Fribourg     Single house           2006-2010
#> 2209         Fribourg        Apartment noteg     2016-2024
#> 2210         Fribourg        Apartment    eg     1981-1990
#> 2211         Fribourg           Duplex noteg     2016-2024
#> 2212         Fribourg     Terrace flat noteg     2016-2024
#> 2213         Fribourg        Apartment noteg     2016-2024
#> 2214         Fribourg        Apartment    eg     2016-2024
#> 2215         Fribourg     Single house           2016-2024
#> 2216         Fribourg Bifamiliar house           2016-2024
#> 2217         Fribourg        Apartment    eg     2016-2024
#> 2218         Fribourg            Villa           1946-1960
#> 2219         Fribourg        Apartment noteg     2011-2015
#> 2220         Fribourg        Apartment noteg     2016-2024
#> 2221         Fribourg        Apartment noteg     1991-2000
#> 2222         Fribourg     Single house           2016-2024
#> 2223         Fribourg     Single house           2016-2024
#> 2224         Fribourg     Single house           2011-2015
#> 2225         Fribourg        Apartment noteg     2011-2015
#> 2226         Fribourg     Single house           2016-2024
#> 2227         Fribourg       Attic flat noteg     2011-2015
#> 2228         Fribourg           Chalet           1981-1990
#> 2229         Fribourg     Single house           1981-1990
#> 2230         Fribourg        Apartment noteg     2016-2024
#> 2231         Fribourg Bifamiliar house           2016-2024
#> 2232         Fribourg        Apartment    eg     2016-2024
#> 2233         Fribourg        Apartment    eg     2016-2024
#> 2234         Fribourg        Apartment    eg     2016-2024
#> 2235         Fribourg        Apartment    eg     2016-2024
#> 2236         Fribourg     Single house           2006-2010
#> 2237         Fribourg     Single house           2006-2010
#> 2238         Fribourg       Farm house           1919-1945
#> 2239         Fribourg     Single house              0-1919
#> 2240         Fribourg        Apartment noteg     2011-2015
#> 2241         Fribourg        Apartment    eg     2016-2024
#> 2242         Fribourg           Duplex    eg     2016-2024
#> 2243         Fribourg        Apartment    eg     2016-2024
#> 2244         Fribourg        Apartment    eg     2016-2024
#> 2245         Fribourg     Single house           1981-1990
#> 2246         Fribourg     Single house           2016-2024
#> 2247         Fribourg        Apartment noteg        0-1919
#> 2248         Fribourg     Single house           1961-1970
#> 2249         Fribourg     Single house           1991-2000
#> 2250         Fribourg     Single house           2006-2010
#> 2251         Fribourg     Single house           2016-2024
#> 2252         Fribourg       Farm house              0-1919
#> 2253         Fribourg            Villa           1971-1980
#> 2254         Fribourg           Chalet           1971-1980
#> 2255         Fribourg        Apartment    eg     2016-2024
#> 2256         Fribourg           Chalet           1971-1980
#> 2257         Fribourg           Chalet           2016-2024
#> 2258         Fribourg           Chalet           2016-2024
#> 2259             Vaud           Chalet           1961-1970
#> 2260             Vaud           Chalet           1971-1980
#> 2261             Vaud        Apartment    eg     1981-1990
#> 2262             Vaud        Apartment noteg     2011-2015
#> 2263             Vaud           Chalet           1971-1980
#> 2264             Vaud           Chalet           2016-2024
#> 2265             Vaud           Chalet           1961-1970
#> 2266             Vaud     Single house              0-1919
#> 2267             Vaud        Apartment    eg     2011-2015
#> 2268             Vaud           Chalet           1981-1990
#> 2269             Vaud        Apartment noteg     2011-2015
#> 2270             Vaud        Apartment    eg     1971-1980
#> 2271             Vaud     Single house           1919-1945
#> 2272             Vaud     Terrace flat    eg     1981-1990
#> 2273             Vaud           Chalet           2011-2015
#> 2274             Vaud     Terrace flat    eg     1981-1990
#> 2275             Vaud        Apartment    eg     1981-1990
#> 2276             Vaud     Terrace flat    eg     1971-1980
#> 2277             Vaud        Apartment noteg     2011-2015
#> 2278             Vaud           Chalet           1961-1970
#> 2279         Fribourg            Villa           1981-1990
#> 2280         Fribourg            Villa           1981-1990
#> 2281         Fribourg           Chalet           1971-1980
#> 2282         Fribourg Bifamiliar house           1981-1990
#> 2283         Fribourg     Single house           2001-2005
#> 2284         Fribourg        Apartment    eg     2016-2024
#> 2285         Fribourg        Apartment noteg     2016-2024
#> 2286         Fribourg     Single house           1919-1945
#> 2287         Fribourg        Apartment    eg     2016-2024
#> 2288         Fribourg        Apartment noteg     2016-2024
#> 2289         Fribourg        Apartment    eg     2016-2024
#> 2290         Fribourg        Apartment noteg     2016-2024
#> 2291         Fribourg        Apartment    eg     2016-2024
#> 2292         Fribourg        Apartment    eg     2016-2024
#> 2293         Fribourg        Apartment noteg     2016-2024
#> 2294         Fribourg        Apartment noteg     2016-2024
#> 2295         Fribourg        Apartment noteg     2016-2024
#> 2296         Fribourg           Chalet              0-1919
#> 2297         Fribourg           Chalet              0-1919
#> 2298         Fribourg           Chalet           1946-1960
#> 2299         Fribourg     Single house           1991-2000
#> 2300         Fribourg     Single house           1961-1970
#> 2301         Fribourg Bifamiliar house              0-1919
#> 2302         Fribourg           Chalet           2011-2015
#> 2303         Fribourg           Chalet           2016-2024
#> 2304         Fribourg        Apartment noteg     2006-2010
#> 2305         Fribourg     Single house           1991-2000
#> 2306         Fribourg        Apartment noteg     2011-2015
#> 2307         Fribourg        Apartment noteg        0-1919
#> 2308         Fribourg     Single house           2001-2005
#> 2309         Fribourg        Apartment    eg     2011-2015
#> 2310         Fribourg     Single house              0-1919
#> 2311         Fribourg        Apartment noteg     2011-2015
#> 2312         Fribourg       Attic flat noteg     2011-2015
#> 2313         Fribourg     Single house              0-1919
#> 2314         Fribourg        Apartment noteg     2016-2024
#> 2315         Fribourg        Apartment    eg     2016-2024
#> 2316         Fribourg        Apartment    eg     2016-2024
#> 2317         Fribourg        Apartment noteg     2016-2024
#> 2318         Fribourg        Apartment    eg     2016-2024
#> 2319         Fribourg        Apartment noteg     2016-2024
#> 2320         Fribourg        Apartment noteg     2016-2024
#> 2321         Fribourg        Apartment    eg     2016-2024
#> 2322         Fribourg        Apartment noteg     2016-2024
#> 2323         Fribourg        Apartment noteg     2016-2024
#> 2324         Fribourg        Apartment noteg     2016-2024
#> 2325         Fribourg        Apartment noteg     2016-2024
#> 2326         Fribourg        Apartment noteg     2016-2024
#> 2327         Fribourg        Apartment noteg     2016-2024
#> 2328         Fribourg        Apartment noteg     2016-2024
#> 2329         Fribourg        Apartment    eg     2016-2024
#> 2330         Fribourg        Apartment noteg     1991-2000
#> 2331         Fribourg     Single house           1991-2000
#> 2332         Fribourg        Apartment    eg     2016-2024
#> 2333         Fribourg        Apartment    eg     2016-2024
#> 2334         Fribourg        Apartment noteg     1991-2000
#> 2335         Fribourg        Apartment    eg     2016-2024
#> 2336         Fribourg        Apartment    eg     2016-2024
#> 2337         Fribourg        Apartment noteg     2011-2015
#> 2338         Fribourg        Apartment    eg     2016-2024
#> 2339         Fribourg        Apartment noteg     2016-2024
#> 2340         Fribourg        Apartment    eg     2016-2024
#> 2341         Fribourg       Attic flat noteg     2011-2015
#> 2342         Fribourg        Apartment noteg     2016-2024
#> 2343         Fribourg        Apartment noteg     2016-2024
#> 2344         Fribourg        Apartment noteg     2016-2024
#> 2345         Fribourg       Farm house              0-1919
#> 2346         Fribourg        Apartment noteg     2016-2024
#> 2347         Fribourg       Attic flat noteg     2016-2024
#> 2348         Fribourg        Apartment    eg     2016-2024
#> 2349         Fribourg        Apartment noteg     2011-2015
#> 2350         Fribourg        Apartment    eg     2016-2024
#> 2351         Fribourg        Apartment noteg     2016-2024
#> 2352         Fribourg        Apartment noteg     2016-2024
#> 2353         Fribourg        Apartment    eg     1991-2000
#> 2354         Fribourg        Apartment noteg     2016-2024
#> 2355         Fribourg        Apartment    eg     2006-2010
#> 2356         Fribourg        Apartment noteg     1991-2000
#> 2357         Fribourg        Apartment noteg     1991-2000
#> 2358         Fribourg        Apartment    eg     2016-2024
#> 2359         Fribourg       Attic flat noteg     1991-2000
#> 2360         Fribourg        Apartment noteg     2016-2024
#> 2361         Fribourg        Apartment    eg     1991-2000
#> 2362             Vaud        Apartment noteg     2016-2024
#> 2363             Vaud        Apartment    eg     2016-2024
#> 2364             Vaud        Apartment noteg     2016-2024
#> 2365             Vaud       Farm house              0-1919
#> 2366             Vaud        Apartment noteg     2016-2024
#> 2367             Vaud     Single house              0-1919
#> 2368             Vaud     Single house           2016-2024
#> 2369             Vaud Bifamiliar house           2016-2024
#> 2370             Vaud     Single house              0-1919
#> 2371         Fribourg        Apartment noteg     2016-2024
#> 2372         Fribourg        Apartment noteg     2016-2024
#> 2373         Fribourg        Apartment noteg     2016-2024
#> 2374         Fribourg        Apartment noteg     2016-2024
#> 2375         Fribourg        Apartment noteg     2016-2024
#> 2376         Fribourg        Apartment noteg     2016-2024
#> 2377         Fribourg        Apartment noteg     2016-2024
#> 2378         Fribourg     Single house              0-1919
#> 2379         Fribourg        Apartment noteg     2011-2015
#> 2380         Fribourg     Single house           1981-1990
#> 2381         Fribourg        Apartment noteg     2011-2015
#> 2382         Fribourg     Single house           2016-2024
#> 2383         Fribourg Bifamiliar house           2016-2024
#> 2384         Fribourg Bifamiliar house           2016-2024
#> 2385         Fribourg     Single house           1971-1980
#> 2386         Fribourg     Single house           1971-1980
#> 2387         Fribourg     Single house           1981-1990
#> 2388         Fribourg        Apartment    eg     2016-2024
#> 2389         Fribourg        Apartment    eg     1961-1970
#> 2390         Fribourg        Apartment    eg     1961-1970
#> 2391         Fribourg            Villa           2016-2024
#> 2392         Fribourg        Apartment    eg     2016-2024
#> 2393         Fribourg        Apartment noteg     2016-2024
#> 2394         Fribourg            Villa           2016-2024
#> 2395         Fribourg            Villa           2016-2024
#> 2396         Fribourg            Villa           2016-2024
#> 2397         Fribourg            Villa           2016-2024
#> 2398         Fribourg            Villa           2016-2024
#> 2399         Fribourg            Villa           2016-2024
#> 2400         Fribourg Bifamiliar house           2016-2024
#> 2401         Fribourg Bifamiliar house           2016-2024
#> 2402         Fribourg Bifamiliar house           2016-2024
#> 2403         Fribourg Bifamiliar house           2016-2024
#> 2404         Fribourg        Apartment noteg     2016-2024
#> 2405         Fribourg     Single house           2016-2024
#> 2406         Fribourg     Single house           1981-1990
#> 2407         Fribourg       Attic flat noteg     2016-2024
#> 2408         Fribourg Bifamiliar house           2016-2024
#> 2409         Fribourg        Apartment    eg     2016-2024
#> 2410         Fribourg     Single house              0-1919
#> 2411         Fribourg        Apartment noteg     2016-2024
#> 2412         Fribourg        Apartment    eg     2016-2024
#> 2413         Fribourg     Single house              0-1919
#> 2414         Fribourg Bifamiliar house           2016-2024
#> 2415         Fribourg Bifamiliar house           2016-2024
#> 2416         Fribourg        Apartment noteg     2016-2024
#> 2417         Fribourg Bifamiliar house           1981-1990
#> 2418         Fribourg     Single house           1919-1945
#> 2419         Fribourg       Attic flat noteg     2016-2024
#> 2420         Fribourg        Apartment noteg     1971-1980
#> 2421         Fribourg        Apartment    eg     2016-2024
#> 2422         Fribourg     Single house              0-1919
#> 2423         Fribourg        Apartment noteg     1971-1980
#> 2424         Fribourg        Apartment noteg     2016-2024
#> 2425         Fribourg        Apartment noteg     1991-2000
#> 2426         Fribourg        Apartment noteg     2011-2015
#> 2427         Fribourg        Apartment noteg     2016-2024
#> 2428         Fribourg        Apartment noteg     2016-2024
#> 2429         Fribourg           Duplex noteg        0-1919
#> 2430         Fribourg        Apartment noteg     2016-2024
#> 2431         Fribourg        Apartment noteg     2016-2024
#> 2432         Fribourg       Attic flat noteg     2016-2024
#> 2433         Fribourg       Attic flat noteg     2016-2024
#> 2434         Fribourg        Apartment noteg     2016-2024
#> 2435         Fribourg        Apartment noteg     2016-2024
#> 2436         Fribourg        Apartment    eg     1971-1980
#> 2437         Fribourg        Apartment noteg     1971-1980
#> 2438         Fribourg        Apartment noteg     2016-2024
#> 2439         Fribourg        Apartment noteg     1971-1980
#> 2440         Fribourg        Apartment noteg     1971-1980
#> 2441         Fribourg        Apartment noteg     2016-2024
#> 2442         Fribourg        Apartment noteg     1991-2000
#> 2443         Fribourg        Apartment noteg     1971-1980
#> 2444         Fribourg        Apartment    eg     2006-2010
#> 2445         Fribourg        Apartment noteg     2016-2024
#> 2446         Fribourg     Single house           1971-1980
#> 2447         Fribourg        Apartment noteg     2006-2010
#> 2448         Fribourg        Apartment noteg     1991-2000
#> 2449         Fribourg            Villa           1971-1980
#> 2450         Fribourg        Apartment noteg     2016-2024
#> 2451         Fribourg        Apartment noteg     2016-2024
#> 2452         Fribourg       Attic flat noteg     2016-2024
#> 2453         Fribourg        Apartment noteg     2016-2024
#> 2454         Fribourg       Attic flat noteg     2016-2024
#> 2455         Fribourg       Attic flat noteg     2016-2024
#> 2456         Fribourg       Attic flat noteg     2016-2024
#> 2457         Fribourg        Apartment noteg     2016-2024
#> 2458         Fribourg        Apartment noteg     2016-2024
#> 2459         Fribourg        Apartment noteg     2016-2024
#> 2460         Fribourg        Apartment noteg     1961-1970
#> 2461         Fribourg     Single house           1981-1990
#> 2462         Fribourg        Apartment noteg     2016-2024
#> 2463         Fribourg        Apartment noteg     2016-2024
#> 2464         Fribourg        Apartment noteg     2016-2024
#> 2465         Fribourg        Apartment noteg     1971-1980
#> 2466         Fribourg        Apartment noteg     1971-1980
#> 2467         Fribourg        Apartment noteg     2016-2024
#> 2468         Fribourg        Apartment noteg        0-1919
#> 2469         Fribourg        Apartment    eg     2016-2024
#> 2470         Fribourg     Single house           1971-1980
#> 2471         Fribourg        Apartment noteg     2016-2024
#> 2472         Fribourg        Apartment noteg     2016-2024
#> 2473         Fribourg        Apartment noteg     2016-2024
#> 2474         Fribourg        Apartment noteg     2006-2010
#> 2475         Fribourg     Single house           1981-1990
#> 2476         Fribourg        Apartment    eg     2016-2024
#> 2477         Fribourg       Attic flat noteg     2016-2024
#> 2478         Fribourg        Apartment noteg     2016-2024
#> 2479         Fribourg        Apartment noteg     2016-2024
#> 2480         Fribourg        Apartment    eg     2016-2024
#> 2481         Fribourg       Attic flat noteg     2016-2024
#> 2482         Fribourg        Apartment noteg     2016-2024
#> 2483         Fribourg        Apartment noteg     2016-2024
#> 2484         Fribourg     Single house           1919-1945
#> 2485         Fribourg     Single house           1971-1980
#> 2486         Fribourg        Apartment noteg     2016-2024
#> 2487         Fribourg     Single house           2001-2005
#> 2488         Fribourg        Apartment noteg     1981-1990
#> 2489         Fribourg        Apartment noteg     2001-2005
#> 2490         Fribourg        Apartment noteg     2016-2024
#> 2491         Fribourg        Apartment noteg     2016-2024
#> 2492         Fribourg        Apartment    eg     2016-2024
#> 2493         Fribourg     Single house           2006-2010
#> 2494         Fribourg        Apartment noteg     1981-1990
#> 2495         Fribourg        Apartment noteg     2016-2024
#> 2496         Fribourg        Apartment noteg     2016-2024
#> 2497         Fribourg     Single house           2016-2024
#> 2498         Fribourg        Apartment noteg     2016-2024
#> 2499         Fribourg       Attic flat noteg     2016-2024
#> 2500         Fribourg        Apartment noteg     2016-2024
#> 2501         Fribourg Bifamiliar house           2016-2024
#> 2502         Fribourg           Duplex noteg     2001-2005
#> 2503         Fribourg        Apartment noteg     2006-2010
#> 2504         Fribourg        Apartment noteg     2016-2024
#> 2505         Fribourg        Apartment    eg     2016-2024
#> 2506         Fribourg            Villa           2016-2024
#> 2507         Fribourg        Apartment    eg     2016-2024
#> 2508         Fribourg        Apartment noteg     2016-2024
#> 2509         Fribourg            Villa           2016-2024
#> 2510         Fribourg        Apartment    eg     2016-2024
#> 2511         Fribourg        Apartment noteg     2016-2024
#> 2512         Fribourg            Villa           2016-2024
#> 2513         Fribourg     Single house           1961-1970
#> 2514         Fribourg        Apartment    eg     2016-2024
#> 2515         Fribourg     Single house           1991-2000
#> 2516         Fribourg            Villa           2016-2024
#> 2517         Fribourg        Apartment noteg     2016-2024
#> 2518         Fribourg        Apartment noteg     2016-2024
#> 2519         Fribourg        Apartment noteg     2016-2024
#> 2520         Fribourg        Apartment noteg     2016-2024
#> 2521         Fribourg        Apartment noteg     2016-2024
#> 2522         Fribourg        Apartment noteg     2016-2024
#> 2523         Fribourg     Single house           2011-2015
#> 2524         Fribourg     Single house           1971-1980
#> 2525         Fribourg     Single house           1971-1980
#> 2526         Fribourg     Single house           1971-1980
#> 2527         Fribourg            Villa           2011-2015
#> 2528         Fribourg        Apartment noteg     1991-2000
#> 2529         Fribourg        Apartment noteg     2016-2024
#> 2530         Fribourg        Apartment    eg     2016-2024
#> 2531         Fribourg        Apartment noteg     2016-2024
#> 2532         Fribourg       Attic flat noteg     2016-2024
#> 2533         Fribourg        Apartment noteg     2016-2024
#> 2534         Fribourg        Apartment    eg     2016-2024
#> 2535         Fribourg        Apartment noteg     2016-2024
#> 2536         Fribourg     Single house           1961-1970
#> 2537         Fribourg        Apartment noteg     1981-1990
#> 2538         Fribourg     Single house           2016-2024
#> 2539         Fribourg        Apartment noteg     2016-2024
#> 2540         Fribourg        Apartment noteg     1981-1990
#> 2541         Fribourg        Apartment noteg     2016-2024
#> 2542         Fribourg        Apartment noteg     2016-2024
#> 2543         Fribourg        Apartment    eg     2001-2005
#> 2544         Fribourg        Apartment noteg     2016-2024
#> 2545         Fribourg     Single house           2016-2024
#> 2546         Fribourg        Apartment    eg     2016-2024
#> 2547         Fribourg     Single house           1961-1970
#> 2548         Fribourg        Apartment noteg     2016-2024
#> 2549         Fribourg        Apartment noteg     2016-2024
#> 2550         Fribourg        Apartment noteg     2016-2024
#> 2551         Fribourg        Apartment noteg     2016-2024
#> 2552         Fribourg        Apartment noteg     2016-2024
#> 2553         Fribourg        Apartment noteg     2016-2024
#> 2554         Fribourg        Apartment noteg     2016-2024
#> 2555         Fribourg            Villa           1961-1970
#> 2556         Fribourg        Apartment    eg     2016-2024
#> 2557         Fribourg Bifamiliar house           1981-1990
#> 2558         Fribourg        Apartment    eg     1971-1980
#> 2559         Fribourg        Apartment noteg     1991-2000
#> 2560         Fribourg        Apartment    eg     2016-2024
#> 2561         Fribourg        Apartment noteg     2016-2024
#> 2562         Fribourg       Farm house              0-1919
#> 2563         Fribourg            Villa           2011-2015
#> 2564         Fribourg        Apartment noteg     1991-2000
#> 2565         Fribourg        Apartment noteg     1991-2000
#> 2566         Fribourg       Farm house              0-1919
#> 2567         Fribourg Bifamiliar house           1971-1980
#> 2568         Fribourg            Villa           2001-2005
#> 2569         Fribourg            Villa           1981-1990
#> 2570         Fribourg            Villa           2016-2024
#> 2571         Fribourg     Single house           2016-2024
#> 2572         Fribourg       Attic flat noteg     2016-2024
#> 2573         Fribourg       Farm house              0-1919
#> 2574         Fribourg     Single house           2016-2024
#> 2575         Fribourg     Single house           1946-1960
#> 2576         Fribourg        Apartment noteg     2016-2024
#> 2577         Fribourg        Apartment noteg     2016-2024
#> 2578         Fribourg        Apartment noteg     2016-2024
#> 2579         Fribourg        Apartment noteg     2016-2024
#> 2580         Fribourg        Apartment noteg     2016-2024
#> 2581         Fribourg        Apartment noteg     1971-1980
#> 2582         Fribourg        Apartment    eg     2016-2024
#> 2583         Fribourg        Apartment noteg     2016-2024
#> 2584         Fribourg        Apartment    eg     2016-2024
#> 2585         Fribourg        Apartment noteg     2016-2024
#> 2586         Fribourg        Apartment    eg     2016-2024
#> 2587         Fribourg        Apartment    eg     2006-2010
#> 2588         Fribourg        Apartment    eg     2016-2024
#> 2589         Fribourg        Apartment noteg     2016-2024
#> 2590         Fribourg        Apartment    eg     2016-2024
#> 2591         Fribourg        Apartment noteg     2016-2024
#> 2592         Fribourg        Apartment noteg     2016-2024
#> 2593         Fribourg        Apartment    eg     2016-2024
#> 2594         Fribourg        Apartment    eg     2016-2024
#> 2595         Fribourg        Apartment noteg     2016-2024
#> 2596         Fribourg           Duplex    eg     2016-2024
#> 2597         Fribourg        Apartment noteg     2016-2024
#> 2598         Fribourg        Apartment    eg     2016-2024
#> 2599         Fribourg        Apartment noteg     2016-2024
#> 2600         Fribourg        Apartment noteg     2016-2024
#> 2601         Fribourg            Villa           2016-2024
#> 2602         Fribourg           Duplex noteg     2016-2024
#> 2603         Fribourg        Apartment    eg     2016-2024
#> 2604         Fribourg        Apartment noteg     2016-2024
#> 2605         Fribourg        Apartment noteg     2016-2024
#> 2606         Fribourg        Apartment noteg     2016-2024
#> 2607         Fribourg     Single house           1981-1990
#> 2608         Fribourg        Apartment noteg     2016-2024
#> 2609         Fribourg        Apartment noteg     2016-2024
#> 2610         Fribourg            Villa           2016-2024
#> 2611         Fribourg       Attic flat noteg     2016-2024
#> 2612         Fribourg        Apartment noteg     2016-2024
#> 2613         Fribourg        Apartment noteg     2016-2024
#> 2614         Fribourg       Attic flat noteg     2016-2024
#> 2615         Fribourg            Villa           2016-2024
#> 2616         Fribourg            Villa           2016-2024
#> 2617         Fribourg            Villa           2016-2024
#> 2618         Fribourg     Single house           1981-1990
#> 2619         Fribourg     Single house           1981-1990
#> 2620         Fribourg     Single house           1971-1980
#> 2621         Fribourg        Apartment noteg     2011-2015
#> 2622         Fribourg       Attic flat noteg     2011-2015
#> 2623         Fribourg     Single house           1919-1945
#> 2624         Fribourg     Single house           1971-1980
#> 2625         Fribourg            Villa           1971-1980
#> 2626         Fribourg     Single house           1971-1980
#> 2627         Fribourg        Apartment    eg     2016-2024
#> 2628         Fribourg     Single house           1971-1980
#> 2629         Fribourg       Farm house              0-1919
#> 2630         Fribourg        Apartment noteg     2016-2024
#> 2631         Fribourg        Apartment noteg     2016-2024
#> 2632         Fribourg        Apartment noteg     2016-2024
#> 2633         Fribourg        Apartment noteg     2016-2024
#> 2634         Fribourg        Apartment noteg     2016-2024
#> 2635         Fribourg        Apartment noteg     2016-2024
#> 2636         Fribourg       Attic flat noteg     2016-2024
#> 2637         Fribourg        Apartment noteg     2016-2024
#> 2638         Fribourg        Apartment    eg     2016-2024
#> 2639         Fribourg        Apartment noteg     2016-2024
#> 2640         Fribourg            Villa           2016-2024
#> 2641         Fribourg        Apartment noteg     2016-2024
#> 2642         Fribourg     Single house           2016-2024
#> 2643         Fribourg     Single house           2001-2005
#> 2644         Fribourg     Single house           1946-1960
#> 2645         Fribourg        Apartment noteg     2016-2024
#> 2646         Fribourg     Single house           1971-1980
#> 2647         Fribourg     Terrace flat noteg     2016-2024
#> 2648         Fribourg     Terrace flat noteg     2016-2024
#> 2649         Fribourg     Single house           1981-1990
#> 2650         Fribourg        Apartment noteg     2016-2024
#> 2651         Fribourg        Apartment noteg     2016-2024
#> 2652         Fribourg       Farm house              0-1919
#> 2653         Fribourg        Apartment    eg     2016-2024
#> 2654         Fribourg        Apartment    eg     2011-2015
#> 2655         Fribourg        Apartment    eg     2016-2024
#> 2656         Fribourg        Apartment    eg     2011-2015
#> 2657         Fribourg     Single house           1971-1980
#> 2658         Fribourg       Attic flat noteg     2016-2024
#> 2659         Fribourg            Villa           1971-1980
#> 2660         Fribourg     Single house           2011-2015
#> 2661         Fribourg     Single house           1971-1980
#> 2662         Fribourg            Villa           1971-1980
#> 2663         Fribourg     Single house           1981-1990
#> 2664         Fribourg        Apartment noteg     2016-2024
#> 2665         Fribourg        Apartment    eg     2016-2024
#> 2666         Fribourg     Single house           2016-2024
#> 2667         Fribourg        Apartment noteg     2016-2024
#> 2668         Fribourg        Apartment    eg     2011-2015
#> 2669         Fribourg Bifamiliar house              0-1919
#> 2670         Fribourg        Apartment    eg     1991-2000
#> 2671         Fribourg        Apartment noteg     2006-2010
#> 2672         Fribourg           Duplex noteg     2016-2024
#> 2673         Fribourg        Apartment noteg     2016-2024
#> 2674         Fribourg        Apartment noteg     2011-2015
#> 2675         Fribourg     Single house           2001-2005
#> 2676         Fribourg       Attic flat noteg     2011-2015
#> 2677         Fribourg            Villa           2016-2024
#> 2678         Fribourg            Villa           2016-2024
#> 2679         Fribourg        Apartment noteg     2016-2024
#> 2680         Fribourg            Villa           2001-2005
#> 2681         Fribourg        Apartment    eg     1991-2000
#> 2682         Fribourg     Single house           1961-1970
#> 2683         Fribourg            Villa           2016-2024
#> 2684         Fribourg        Apartment noteg     2016-2024
#> 2685         Fribourg       Attic flat noteg     2016-2024
#> 2686         Fribourg        Apartment    eg     2016-2024
#> 2687         Fribourg        Apartment noteg     1981-1990
#> 2688         Fribourg     Single house           1981-1990
#> 2689         Fribourg        Apartment noteg     2016-2024
#> 2690         Fribourg        Apartment    eg     1991-2000
#> 2691         Fribourg        Apartment noteg     2016-2024
#> 2692         Fribourg        Apartment noteg     2016-2024
#> 2693         Fribourg        Apartment noteg     2016-2024
#> 2694         Fribourg        Apartment    eg     2016-2024
#> 2695         Fribourg        Apartment noteg     2016-2024
#> 2696         Fribourg     Single house           2016-2024
#> 2697         Fribourg        Apartment noteg     2016-2024
#> 2698         Fribourg     Single house              0-1919
#> 2699         Fribourg        Apartment noteg     2016-2024
#> 2700         Fribourg            Villa           2016-2024
#> 2701         Fribourg            Villa           2016-2024
#> 2702         Fribourg     Single house           2016-2024
#> 2703         Fribourg        Apartment    eg     2016-2024
#> 2704         Fribourg        Apartment noteg     2016-2024
#> 2705         Fribourg     Single house           2016-2024
#> 2706         Fribourg        Apartment noteg     2016-2024
#> 2707         Fribourg        Apartment    eg     2016-2024
#> 2708         Fribourg        Apartment    eg     1981-1990
#> 2709         Fribourg        Apartment noteg     2006-2010
#> 2710         Fribourg        Apartment noteg     1981-1990
#> 2711         Fribourg            Villa           1981-1990
#> 2712         Fribourg        Apartment noteg     2011-2015
#> 2713         Fribourg        Apartment noteg     2016-2024
#> 2714         Fribourg Bifamiliar house           2016-2024
#> 2715         Fribourg        Apartment noteg     2016-2024
#> 2716         Fribourg        Apartment    eg     1981-1990
#> 2717         Fribourg     Single house           1946-1960
#> 2718         Fribourg        Apartment    eg     1981-1990
#> 2719         Fribourg        Apartment    eg     2016-2024
#> 2720         Fribourg       Attic flat noteg     2006-2010
#> 2721         Fribourg        Apartment noteg     2016-2024
#> 2722         Fribourg           Duplex    eg     1981-1990
#> 2723         Fribourg     Single house           1946-1960
#> 2724         Fribourg        Apartment noteg     2006-2010
#> 2725         Fribourg        Apartment    eg     1981-1990
#> 2726         Fribourg        Apartment    eg     2016-2024
#> 2727         Fribourg        Apartment noteg     2001-2005
#> 2728         Fribourg        Apartment noteg     2016-2024
#> 2729         Fribourg        Apartment noteg     2006-2010
#> 2730         Fribourg        Apartment noteg     1971-1980
#> 2731         Fribourg        Apartment noteg     2016-2024
#> 2732         Fribourg        Apartment    eg     2016-2024
#> 2733         Fribourg        Apartment noteg     2016-2024
#> 2734         Fribourg        Apartment noteg     2016-2024
#> 2735         Fribourg        Apartment noteg     2016-2024
#> 2736         Fribourg        Apartment    eg     2016-2024
#> 2737         Fribourg        Apartment noteg     2016-2024
#> 2738         Fribourg        Apartment noteg     2016-2024
#> 2739         Fribourg        Apartment noteg     2016-2024
#> 2740         Fribourg        Apartment noteg     2016-2024
#> 2741         Fribourg        Apartment noteg     2016-2024
#> 2742         Fribourg     Single house           1971-1980
#> 2743         Fribourg     Single house           1971-1980
#> 2744         Fribourg        Apartment noteg     2006-2010
#> 2745         Fribourg Bifamiliar house           1981-1990
#> 2746         Fribourg        Apartment    eg     2016-2024
#> 2747         Fribourg        Apartment    eg     2016-2024
#> 2748         Fribourg        Apartment noteg     2016-2024
#> 2749         Fribourg        Apartment noteg     2016-2024
#> 2750         Fribourg        Apartment noteg     2016-2024
#> 2751         Fribourg        Apartment    eg     2016-2024
#> 2752         Fribourg        Apartment noteg     2016-2024
#> 2753         Fribourg            Villa           2001-2005
#> 2754         Fribourg            Villa           2001-2005
#> 2755         Fribourg     Single house           2001-2005
#> 2756         Fribourg Bifamiliar house           1981-1990
#> 2757         Fribourg        Apartment    eg     2011-2015
#> 2758         Fribourg     Single house           2001-2005
#> 2759         Fribourg     Single house           2006-2010
#> 2760         Fribourg        Apartment noteg     2006-2010
#> 2761         Fribourg        Apartment    eg     2001-2005
#> 2762         Fribourg        Apartment noteg     2006-2010
#> 2763         Fribourg        Apartment noteg     2001-2005
#> 2764         Fribourg        Apartment noteg     2016-2024
#> 2765         Fribourg        Roof flat noteg     2006-2010
#> 2766         Fribourg        Apartment noteg     2001-2005
#> 2767         Fribourg        Apartment noteg     2016-2024
#> 2768         Fribourg        Apartment noteg     2011-2015
#> 2769         Fribourg       Attic flat noteg     2016-2024
#> 2770         Fribourg Bifamiliar house           2016-2024
#> 2771         Fribourg        Apartment noteg     1981-1990
#> 2772         Fribourg        Apartment    eg     2016-2024
#> 2773         Fribourg        Apartment    eg     2016-2024
#> 2774         Fribourg        Apartment noteg     1981-1990
#> 2775         Fribourg            Villa           2016-2024
#> 2776         Fribourg     Single house           1919-1945
#> 2777         Fribourg            Villa           2016-2024
#> 2778         Fribourg            Villa           2016-2024
#> 2779         Fribourg     Single house           2006-2010
#> 2780         Fribourg        Apartment noteg     2016-2024
#> 2781         Fribourg            Villa           2016-2024
#> 2782         Fribourg            Villa           2016-2024
#> 2783         Fribourg            Villa           2016-2024
#> 2784         Fribourg            Villa           2016-2024
#> 2785         Fribourg            Villa           2001-2005
#> 2786         Fribourg        Apartment noteg     2016-2024
#> 2787         Fribourg        Apartment noteg     2016-2024
#> 2788         Fribourg        Apartment    eg     2016-2024
#> 2789         Fribourg        Apartment noteg     2016-2024
#> 2790         Fribourg            Villa           2016-2024
#> 2791         Fribourg        Apartment noteg     2011-2015
#> 2792         Fribourg     Single house              0-1919
#> 2793         Fribourg        Apartment noteg     2016-2024
#> 2794         Fribourg        Apartment noteg     2016-2024
#> 2795         Fribourg            Villa           2001-2005
#> 2796         Fribourg        Apartment noteg     2016-2024
#> 2797         Fribourg     Single house           1946-1960
#> 2798         Fribourg Bifamiliar house           2016-2024
#> 2799         Fribourg     Single house           2001-2005
#> 2800         Fribourg            Villa           1946-1960
#> 2801         Fribourg        Apartment    eg     2016-2024
#> 2802         Fribourg        Apartment noteg     2016-2024
#> 2803         Fribourg     Single house           1946-1960
#> 2804         Fribourg     Single house           1946-1960
#> 2805         Fribourg Bifamiliar house           2016-2024
#> 2806         Fribourg        Apartment noteg     2016-2024
#> 2807         Fribourg        Apartment noteg     2016-2024
#> 2808         Fribourg            Villa           1971-1980
#> 2809         Fribourg        Apartment noteg     2016-2024
#> 2810         Fribourg        Apartment noteg     2016-2024
#> 2811         Fribourg        Apartment noteg     2016-2024
#> 2812         Fribourg        Apartment noteg     2016-2024
#> 2813         Fribourg        Apartment noteg     2016-2024
#> 2814         Fribourg        Apartment    eg     2016-2024
#> 2815         Fribourg        Apartment noteg     2016-2024
#> 2816         Fribourg        Apartment noteg     2016-2024
#> 2817         Fribourg           Duplex noteg     2016-2024
#> 2818         Fribourg        Apartment noteg     2016-2024
#> 2819         Fribourg        Apartment noteg     2016-2024
#> 2820         Fribourg        Apartment noteg     2016-2024
#> 2821         Fribourg        Apartment    eg     2016-2024
#> 2822         Fribourg     Single house           1981-1990
#> 2823         Fribourg        Apartment    eg     2016-2024
#> 2824         Fribourg     Single house           2011-2015
#> 2825         Fribourg     Single house           2016-2024
#> 2826         Fribourg Bifamiliar house           2016-2024
#> 2827         Fribourg            Villa           2016-2024
#> 2828         Fribourg     Single house           2016-2024
#> 2829         Fribourg     Single house           2016-2024
#> 2830         Fribourg     Single house           2016-2024
#> 2831         Fribourg     Single house           1946-1960
#> 2832         Fribourg        Apartment noteg     2006-2010
#> 2833         Fribourg     Single house           2006-2010
#> 2834         Fribourg     Single house           2016-2024
#> 2835         Fribourg Bifamiliar house           2016-2024
#> 2836         Fribourg     Single house           2001-2005
#> 2837         Fribourg Bifamiliar house           2016-2024
#> 2838         Fribourg Bifamiliar house           2016-2024
#> 2839         Fribourg        Apartment noteg     2016-2024
#> 2840         Fribourg     Single house           2016-2024
#> 2841         Fribourg        Apartment    eg     2016-2024
#> 2842         Fribourg Bifamiliar house           2016-2024
#> 2843         Fribourg Bifamiliar house           2016-2024
#> 2844         Fribourg Bifamiliar house           2016-2024
#> 2845         Fribourg Bifamiliar house           2016-2024
#> 2846         Fribourg        Apartment    eg     2016-2024
#> 2847         Fribourg            Villa              0-1919
#> 2848         Fribourg     Single house           2016-2024
#> 2849         Fribourg        Apartment    eg     2016-2024
#> 2850         Fribourg     Single house           1991-2000
#> 2851         Fribourg        Apartment    eg     2011-2015
#> 2852         Fribourg     Single house           2006-2010
#> 2853         Fribourg     Single house           1981-1990
#> 2854         Fribourg        Apartment noteg     2011-2015
#> 2855         Fribourg           Duplex noteg     2016-2024
#> 2856         Fribourg           Duplex noteg     2016-2024
#> 2857         Fribourg        Apartment noteg     2016-2024
#> 2858         Fribourg        Apartment    eg     2016-2024
#> 2859         Fribourg           Duplex    eg     2016-2024
#> 2860         Fribourg        Apartment noteg     2016-2024
#> 2861         Fribourg        Apartment noteg     2016-2024
#> 2862         Fribourg     Single house           2016-2024
#> 2863         Fribourg        Apartment    eg     2016-2024
#> 2864         Fribourg        Apartment    eg     2016-2024
#> 2865         Fribourg     Single house           2016-2024
#> 2866         Fribourg     Single house           1991-2000
#> 2867         Fribourg       Farm house           1946-1960
#> 2868         Fribourg        Apartment noteg     2016-2024
#> 2869         Fribourg     Single house           1961-1970
#> 2870         Fribourg     Single house           1919-1945
#> 2871         Fribourg        Apartment noteg     2016-2024
#> 2872             Bern        Apartment noteg     1991-2000
#> 2873             Bern Bifamiliar house           1991-2000
#> 2874             Vaud        Apartment noteg     2006-2010
#> 2875             Vaud        Apartment noteg        0-1919
#> 2876             Vaud        Apartment noteg     2016-2024
#> 2877             Vaud     Single house           1961-1970
#> 2878             Vaud        Apartment noteg     2006-2010
#> 2879             Vaud     Single house           1961-1970
#> 2880             Vaud       Attic flat noteg     2006-2010
#> 2881             Vaud        Apartment noteg        0-1919
#> 2882             Vaud        Apartment noteg     2006-2010
#> 2883             Vaud        Apartment noteg     2011-2015
#> 2884             Vaud        Apartment noteg     2006-2010
#> 2885             Vaud        Apartment noteg        0-1919
#> 2886             Vaud        Apartment noteg     2011-2015
#> 2887             Vaud            Villa           1946-1960
#> 2888             Vaud     Single house           1946-1960
#> 2889             Vaud        Apartment    eg     2016-2024
#> 2890             Vaud        Apartment    eg     2016-2024
#> 2891             Vaud        Apartment noteg     2006-2010
#> 2892             Vaud           Duplex noteg     1971-1980
#> 2893             Vaud        Apartment noteg     1981-1990
#> 2894             Vaud        Apartment    eg     2001-2005
#> 2895             Vaud     Single house           1946-1960
#> 2896             Vaud       Farm house              0-1919
#> 2897             Vaud        Apartment noteg     2006-2010
#> 2898             Vaud     Single house           1946-1960
#> 2899             Vaud        Apartment    eg     2011-2015
#> 2900             Vaud     Single house           1946-1960
#> 2901             Vaud        Apartment noteg     1971-1980
#> 2902             Vaud       Attic flat noteg     1981-1990
#> 2903             Vaud        Apartment noteg        0-1919
#> 2904             Vaud            Villa           2016-2024
#> 2905             Vaud        Apartment noteg     2016-2024
#> 2906             Vaud        Apartment noteg     2016-2024
#> 2907             Vaud        Apartment noteg     1981-1990
#> 2908             Vaud        Apartment    eg     1919-1945
#> 2909             Vaud        Apartment noteg     1961-1970
#> 2910             Vaud       Attic flat noteg     2016-2024
#> 2911             Vaud     Single house              0-1919
#> 2912             Vaud     Single house              0-1919
#> 2913             Vaud           Duplex noteg     1971-1980
#> 2914             Vaud        Apartment noteg     2016-2024
#> 2915             Vaud        Apartment noteg     1981-1990
#> 2916             Vaud        Apartment noteg     1971-1980
#> 2917             Vaud        Apartment    eg     1919-1945
#> 2918             Vaud        Apartment noteg     1971-1980
#> 2919             Vaud        Apartment noteg     2006-2010
#> 2920             Vaud           Duplex    eg     2016-2024
#> 2921             Vaud     Single house           1946-1960
#> 2922             Vaud            Villa           1991-2000
#> 2923             Vaud           Duplex    eg     2016-2024
#> 2924             Vaud        Apartment noteg     1971-1980
#> 2925             Vaud           Duplex    eg     2016-2024
#> 2926             Vaud       Attic flat noteg     1981-1990
#> 2927             Vaud        Apartment    eg     2016-2024
#> 2928             Vaud     Single house           1919-1945
#> 2929             Vaud        Apartment    eg     2016-2024
#> 2930             Vaud        Apartment    eg     2016-2024
#> 2931             Vaud        Apartment noteg     1971-1980
#> 2932             Vaud        Apartment    eg     2016-2024
#> 2933             Vaud        Apartment noteg     1981-1990
#> 2934             Vaud        Apartment noteg     1971-1980
#> 2935             Vaud        Apartment    eg     2016-2024
#> 2936             Vaud     Single house              0-1919
#> 2937             Vaud       Attic flat noteg     1971-1980
#> 2938             Vaud     Single house           1946-1960
#> 2939             Vaud            Villa           1946-1960
#> 2940             Vaud     Single house              0-1919
#> 2941             Vaud     Single house           1971-1980
#> 2942             Vaud        Apartment noteg     2016-2024
#> 2943             Vaud        Apartment noteg     1981-1990
#> 2944             Vaud     Single house           1961-1970
#> 2945             Vaud        Apartment noteg     2011-2015
#> 2946             Vaud        Apartment    eg     2016-2024
#> 2947             Vaud        Apartment noteg     2011-2015
#> 2948             Vaud           Duplex noteg     2011-2015
#> 2949             Vaud        Apartment    eg     2016-2024
#> 2950             Vaud        Apartment noteg     2016-2024
#> 2951             Vaud     Terrace flat noteg     2016-2024
#> 2952             Vaud       Attic flat noteg     2016-2024
#> 2953             Vaud        Apartment    eg     2016-2024
#> 2954             Vaud        Apartment    eg     2016-2024
#> 2955             Vaud            Villa           1971-1980
#> 2956             Vaud        Apartment noteg     2016-2024
#> 2957             Vaud        Apartment noteg     2016-2024
#> 2958             Vaud        Apartment    eg     2006-2010
#> 2959             Vaud     Single house           1961-1970
#> 2960             Vaud     Single house           1961-1970
#> 2961             Vaud            Villa              0-1919
#> 2962             Vaud Bifamiliar house           2016-2024
#> 2963             Vaud Bifamiliar house           2016-2024
#> 2964             Vaud        Apartment noteg     1991-2000
#> 2965             Vaud     Single house           1919-1945
#> 2966             Vaud     Single house           1919-1945
#> 2967             Vaud           Chalet           1946-1960
#> 2968             Vaud Bifamiliar house           2011-2015
#> 2969             Vaud        Apartment noteg     1981-1990
#> 2970             Vaud     Single house           1961-1970
#> 2971             Vaud        Apartment noteg     2011-2015
#> 2972             Vaud        Apartment noteg     1971-1980
#> 2973             Vaud Bifamiliar house           2011-2015
#> 2974             Vaud        Apartment noteg     1971-1980
#> 2975             Vaud        Apartment noteg     1981-1990
#> 2976             Vaud        Apartment    eg     2016-2024
#> 2977             Vaud Bifamiliar house           2016-2024
#> 2978             Vaud        Apartment    eg     1971-1980
#> 2979             Vaud            Villa           1971-1980
#> 2980             Vaud     Single house           2016-2024
#> 2981             Vaud Bifamiliar house           2016-2024
#> 2982             Vaud Bifamiliar house           2016-2024
#> 2983             Vaud        Apartment noteg     1971-1980
#> 2984             Vaud        Apartment    eg     1981-1990
#> 2985             Vaud Bifamiliar house           2016-2024
#> 2986             Vaud Bifamiliar house           2016-2024
#> 2987             Vaud            Villa           2006-2010
#> 2988             Vaud        Apartment noteg     2011-2015
#> 2989             Vaud     Single house           1946-1960
#> 2990             Vaud        Apartment noteg     2016-2024
#> 2991             Vaud     Single house           1991-2000
#> 2992             Vaud           Chalet           1961-1970
#> 2993             Vaud     Single house           1961-1970
#> 2994             Vaud        Apartment    eg     1971-1980
#> 2995             Vaud Bifamiliar house           1981-1990
#> 2996             Vaud Bifamiliar house           2011-2015
#> 2997             Vaud            Villa           2011-2015
#> 2998             Vaud     Single house           1971-1980
#> 2999             Vaud     Single house           1981-1990
#> 3000             Vaud     Single house           1981-1990
#> 3001             Vaud       Attic flat noteg     1971-1980
#> 3002             Vaud        Apartment noteg     1971-1980
#> 3003             Vaud     Single house           1919-1945
#> 3004             Vaud     Single house           2016-2024
#> 3005             Vaud        Apartment noteg     2016-2024
#> 3006             Vaud        Apartment noteg     1961-1970
#> 3007             Vaud        Apartment noteg     2016-2024
#> 3008             Vaud        Apartment noteg     2016-2024
#> 3009             Vaud        Apartment noteg     2016-2024
#> 3010             Vaud        Apartment noteg     2016-2024
#> 3011             Vaud        Apartment noteg     2016-2024
#> 3012             Vaud        Apartment    eg     2016-2024
#> 3013             Vaud        Apartment    eg     2016-2024
#> 3014             Vaud        Apartment noteg     2016-2024
#> 3015             Vaud        Apartment    eg     2016-2024
#> 3016             Vaud        Apartment noteg     2016-2024
#> 3017             Vaud        Apartment noteg     2016-2024
#> 3018             Vaud        Apartment noteg     2006-2010
#> 3019             Vaud Bifamiliar house           2016-2024
#> 3020             Vaud        Apartment noteg     1961-1970
#> 3021             Vaud        Apartment noteg     2016-2024
#> 3022             Vaud        Apartment noteg     1961-1970
#> 3023             Vaud        Apartment noteg     1971-1980
#> 3024             Vaud        Apartment noteg     2016-2024
#> 3025             Vaud        Apartment noteg     2016-2024
#> 3026             Vaud        Apartment noteg     2016-2024
#> 3027             Vaud        Apartment noteg     2016-2024
#> 3028             Vaud        Apartment noteg     1971-1980
#> 3029             Vaud        Apartment noteg     1981-1990
#> 3030             Vaud       Attic flat noteg     2016-2024
#> 3031             Vaud        Apartment noteg     2016-2024
#> 3032             Vaud        Apartment noteg     2016-2024
#> 3033             Vaud        Apartment    eg     2016-2024
#> 3034             Vaud        Apartment noteg     2016-2024
#> 3035             Vaud        Apartment noteg     1971-1980
#> 3036             Vaud        Apartment noteg     1981-1990
#> 3037             Vaud     Single house           1919-1945
#> 3038             Vaud        Apartment    eg     1971-1980
#> 3039             Vaud        Apartment noteg     1961-1970
#> 3040             Vaud        Apartment noteg     1971-1980
#> 3041             Vaud        Apartment noteg     2006-2010
#> 3042             Vaud        Apartment noteg     2011-2015
#> 3043             Vaud       Attic flat noteg     1961-1970
#> 3044             Vaud           Duplex    eg     1971-1980
#> 3045             Vaud        Apartment noteg     1961-1970
#> 3046             Vaud     Terrace flat noteg     2006-2010
#> 3047             Vaud        Apartment noteg     1961-1970
#> 3048             Vaud        Apartment noteg     2006-2010
#> 3049             Vaud        Apartment noteg     2006-2010
#> 3050             Vaud        Apartment noteg     1961-1970
#> 3051             Vaud        Apartment noteg     2011-2015
#> 3052             Vaud        Apartment noteg     1971-1980
#> 3053             Vaud Bifamiliar house           2006-2010
#> 3054             Vaud        Apartment noteg     1961-1970
#> 3055             Vaud        Apartment noteg     1961-1970
#> 3056             Vaud        Apartment noteg     1971-1980
#> 3057             Vaud           Duplex noteg        0-1919
#> 3058             Vaud Bifamiliar house           2006-2010
#> 3059             Vaud        Apartment noteg        0-1919
#> 3060             Vaud     Single house           2006-2010
#> 3061             Vaud       Attic flat noteg        0-1919
#> 3062             Vaud        Apartment noteg     1971-1980
#> 3063             Vaud        Apartment noteg     2006-2010
#> 3064             Vaud        Apartment noteg        0-1919
#> 3065             Vaud        Apartment noteg     1961-1970
#> 3066             Vaud        Apartment noteg     1961-1970
#> 3067             Vaud     Single house              0-1919
#> 3068             Vaud        Apartment noteg     1981-1990
#> 3069             Vaud        Apartment noteg     1919-1945
#> 3070             Vaud        Apartment noteg     1919-1945
#> 3071             Vaud        Apartment noteg     1981-1990
#> 3072             Vaud        Apartment noteg     1919-1945
#> 3073             Vaud        Apartment    eg     1961-1970
#> 3074             Vaud        Apartment noteg     1981-1990
#> 3075             Vaud Bifamiliar house           1971-1980
#> 3076             Vaud        Apartment noteg     1981-1990
#> 3077             Vaud        Apartment noteg     1919-1945
#> 3078             Vaud     Single house           2006-2010
#> 3079             Vaud        Apartment noteg     1971-1980
#> 3080             Vaud        Apartment noteg     1981-1990
#> 3081             Vaud        Apartment noteg     1971-1980
#> 3082             Vaud        Apartment noteg        0-1919
#> 3083             Vaud        Apartment noteg     2006-2010
#> 3084             Vaud        Apartment noteg     2016-2024
#> 3085             Vaud        Apartment noteg        0-1919
#> 3086             Vaud        Apartment noteg     1971-1980
#> 3087             Vaud        Apartment    eg     1981-1990
#> 3088             Vaud        Apartment noteg        0-1919
#> 3089             Vaud     Single house              0-1919
#> 3090             Vaud     Single house           1961-1970
#> 3091             Vaud Bifamiliar house           2001-2005
#> 3092             Vaud        Apartment noteg     2006-2010
#> 3093             Vaud        Apartment noteg     2001-2005
#> 3094             Vaud           Duplex noteg     1961-1970
#> 3095             Vaud        Apartment noteg     2016-2024
#> 3096             Vaud        Apartment noteg     1961-1970
#> 3097             Vaud        Apartment noteg     2016-2024
#> 3098             Vaud        Apartment    eg     1971-1980
#> 3099             Vaud        Apartment noteg     2016-2024
#> 3100             Vaud        Apartment noteg        0-1919
#> 3101             Vaud        Apartment noteg        0-1919
#> 3102             Vaud Bifamiliar house           2006-2010
#> 3103             Vaud        Apartment noteg     2016-2024
#> 3104             Vaud        Apartment noteg     2016-2024
#> 3105             Vaud        Apartment noteg     2016-2024
#> 3106             Vaud        Apartment noteg     1971-1980
#> 3107             Vaud        Apartment noteg     1961-1970
#> 3108             Vaud        Apartment noteg     2011-2015
#> 3109             Vaud        Apartment noteg        0-1919
#> 3110             Vaud        Apartment noteg     1961-1970
#> 3111             Vaud     Single house              0-1919
#> 3112             Vaud        Apartment    eg     2016-2024
#> 3113             Vaud        Apartment noteg     2006-2010
#> 3114             Vaud        Apartment noteg     1971-1980
#> 3115             Vaud     Single house              0-1919
#> 3116             Vaud        Apartment noteg     2016-2024
#> 3117             Vaud        Apartment noteg     1981-1990
#> 3118             Vaud        Apartment noteg     1961-1970
#> 3119             Vaud        Apartment noteg     2011-2015
#> 3120             Vaud        Apartment noteg     1971-1980
#> 3121             Vaud     Single house              0-1919
#> 3122             Vaud        Apartment    eg     2006-2010
#> 3123             Vaud     Single house           1946-1960
#> 3124             Vaud        Apartment    eg     2016-2024
#> 3125             Vaud        Apartment noteg     1961-1970
#> 3126             Vaud        Apartment noteg     1971-1980
#> 3127             Vaud        Apartment noteg        0-1919
#> 3128             Vaud        Apartment noteg        0-1919
#> 3129             Vaud        Apartment noteg     1991-2000
#> 3130             Vaud        Apartment noteg     2006-2010
#> 3131             Vaud     Terrace flat    eg     1981-1990
#> 3132             Vaud        Apartment    eg     2016-2024
#> 3133             Vaud        Apartment noteg     1981-1990
#> 3134             Vaud        Apartment noteg     1971-1980
#> 3135             Vaud        Apartment noteg     2016-2024
#> 3136             Vaud        Apartment noteg     2016-2024
#> 3137             Vaud        Apartment noteg     1971-1980
#> 3138             Vaud        Apartment noteg     2001-2005
#> 3139             Vaud        Apartment noteg     2006-2010
#> 3140             Vaud        Apartment noteg     2016-2024
#> 3141             Vaud           Chalet           2016-2024
#> 3142             Vaud        Apartment noteg     1971-1980
#> 3143             Vaud        Apartment noteg     2016-2024
#> 3144             Vaud        Apartment    eg     2016-2024
#> 3145             Vaud        Apartment noteg     1981-1990
#> 3146             Vaud        Apartment noteg     1971-1980
#> 3147             Vaud        Apartment noteg     2011-2015
#> 3148             Vaud        Apartment noteg     2016-2024
#> 3149             Vaud       Attic flat noteg     2016-2024
#> 3150             Vaud        Apartment noteg     2011-2015
#> 3151             Vaud        Apartment noteg     2016-2024
#> 3152             Vaud        Apartment noteg     1919-1945
#> 3153             Vaud        Apartment noteg     1961-1970
#> 3154             Vaud        Apartment noteg     2016-2024
#> 3155             Vaud        Apartment    eg     1971-1980
#> 3156             Vaud        Apartment    eg     1971-1980
#> 3157             Vaud        Apartment noteg     2016-2024
#> 3158             Vaud        Roof flat noteg     1971-1980
#> 3159             Vaud        Apartment    eg     2016-2024
#> 3160             Vaud        Apartment noteg     1971-1980
#> 3161             Vaud     Single house           1961-1970
#> 3162             Vaud        Apartment noteg     2016-2024
#> 3163             Vaud        Apartment noteg        0-1919
#> 3164             Vaud        Apartment noteg     1961-1970
#> 3165             Vaud        Apartment noteg     1971-1980
#> 3166             Vaud        Apartment noteg     2016-2024
#> 3167             Vaud        Apartment noteg     1991-2000
#> 3168             Vaud        Apartment noteg     1961-1970
#> 3169             Vaud     Single house              0-1919
#> 3170             Vaud        Apartment noteg     2006-2010
#> 3171             Vaud        Apartment noteg     2016-2024
#> 3172             Vaud        Apartment noteg     2016-2024
#> 3173             Vaud        Apartment noteg     1919-1945
#> 3174             Vaud        Apartment noteg     1981-1990
#> 3175             Vaud        Apartment    eg     2006-2010
#> 3176             Vaud        Apartment noteg     1971-1980
#> 3177             Vaud        Apartment noteg     2016-2024
#> 3178             Vaud        Apartment noteg     2016-2024
#> 3179             Vaud        Apartment noteg     2016-2024
#> 3180             Vaud        Apartment noteg     1981-1990
#> 3181             Vaud           Duplex noteg     2016-2024
#> 3182             Vaud        Apartment noteg     2016-2024
#> 3183             Vaud        Apartment    eg     1981-1990
#> 3184             Vaud        Apartment    eg     1981-1990
#> 3185             Vaud        Apartment noteg     2006-2010
#> 3186             Vaud        Apartment noteg        0-1919
#> 3187             Vaud        Apartment noteg     1991-2000
#> 3188             Vaud        Apartment noteg     1971-1980
#> 3189             Vaud        Apartment    eg     1981-1990
#> 3190             Vaud        Apartment noteg     1961-1970
#> 3191             Vaud        Apartment noteg     2011-2015
#> 3192             Vaud        Apartment noteg        0-1919
#> 3193             Vaud        Apartment noteg     1919-1945
#> 3194             Vaud        Apartment    eg     2016-2024
#> 3195             Vaud        Apartment noteg     2006-2010
#> 3196             Vaud        Apartment noteg     1971-1980
#> 3197             Vaud     Single house           1961-1970
#> 3198             Vaud        Apartment noteg     2016-2024
#> 3199             Vaud        Apartment    eg     1981-1990
#> 3200             Vaud       Attic flat noteg     2016-2024
#> 3201             Vaud        Apartment noteg     2011-2015
#> 3202             Vaud        Apartment    eg     2006-2010
#> 3203             Vaud        Apartment noteg     1971-1980
#> 3204             Vaud        Apartment noteg     1971-1980
#> 3205             Vaud        Apartment noteg     2011-2015
#> 3206             Vaud        Apartment    eg        0-1919
#> 3207             Vaud        Apartment    eg     2016-2024
#> 3208             Vaud     Single house           1971-1980
#> 3209             Vaud        Apartment noteg     1981-1990
#> 3210             Vaud        Apartment noteg     2016-2024
#> 3211             Vaud        Apartment noteg     1971-1980
#> 3212             Vaud            Villa           1961-1970
#> 3213             Vaud        Apartment    eg     1981-1990
#> 3214             Vaud        Apartment noteg     1971-1980
#> 3215             Vaud        Apartment noteg     2011-2015
#> 3216             Vaud        Apartment noteg     2001-2005
#> 3217             Vaud        Apartment noteg     1981-1990
#> 3218             Vaud        Apartment noteg     1971-1980
#> 3219             Vaud            Villa           1961-1970
#> 3220             Vaud            Villa           1946-1960
#> 3221             Vaud        Apartment noteg     2016-2024
#> 3222             Vaud        Apartment noteg     1961-1970
#> 3223             Vaud        Apartment    eg     1981-1990
#> 3224             Vaud        Apartment    eg     2006-2010
#> 3225             Vaud        Apartment    eg     1971-1980
#> 3226             Vaud        Apartment noteg     2016-2024
#> 3227             Vaud        Apartment noteg     2016-2024
#> 3228             Vaud        Apartment noteg     2016-2024
#> 3229             Vaud        Apartment noteg     1981-1990
#> 3230             Vaud        Apartment noteg        0-1919
#> 3231             Vaud        Apartment noteg     1961-1970
#> 3232             Vaud            Villa           1961-1970
#> 3233             Vaud        Apartment noteg     1981-1990
#> 3234             Vaud        Apartment    eg     1991-2000
#> 3235             Vaud        Apartment    eg     2001-2005
#> 3236             Vaud        Apartment noteg     1961-1970
#> 3237             Vaud        Apartment    eg     1991-2000
#> 3238             Vaud        Apartment noteg     1981-1990
#> 3239             Vaud        Apartment noteg     1961-1970
#> 3240             Vaud        Apartment noteg     1981-1990
#> 3241             Vaud        Apartment noteg     2006-2010
#> 3242             Vaud        Apartment    eg     2001-2005
#> 3243             Vaud     Single house           1981-1990
#> 3244             Vaud            Villa           1961-1970
#> 3245             Vaud        Apartment noteg     2006-2010
#> 3246             Vaud Bifamiliar house              0-1919
#> 3247             Vaud     Single house           1919-1945
#> 3248             Vaud     Single house           1961-1970
#> 3249             Vaud           Chalet           1961-1970
#> 3250             Vaud           Chalet           1946-1960
#> 3251             Vaud     Single house           1961-1970
#> 3252             Vaud           Chalet           1919-1945
#> 3253             Vaud           Chalet           1971-1980
#> 3254             Vaud        Apartment noteg     2001-2005
#> 3255             Vaud        Apartment noteg     2011-2015
#> 3256             Vaud        Apartment noteg     1981-1990
#> 3257             Vaud        Roof flat noteg     1991-2000
#> 3258             Vaud           Duplex noteg     1971-1980
#> 3259             Vaud           Duplex    eg        0-1919
#> 3260             Vaud        Apartment    eg        0-1919
#> 3261             Vaud        Apartment noteg     2006-2010
#> 3262             Vaud        Apartment    eg     2011-2015
#> 3263             Vaud       Attic flat noteg     2011-2015
#> 3264             Vaud       Attic flat noteg     2011-2015
#> 3265             Vaud     Single house           2016-2024
#> 3266             Vaud     Single house           1919-1945
#> 3267             Vaud        Apartment noteg     1971-1980
#> 3268             Vaud       Attic flat noteg     2016-2024
#> 3269             Vaud        Apartment noteg     2016-2024
#> 3270             Vaud        Apartment noteg     2011-2015
#> 3271             Vaud        Apartment noteg     1981-1990
#> 3272             Vaud        Apartment noteg     2006-2010
#> 3273             Vaud        Apartment noteg     2011-2015
#> 3274             Vaud        Apartment noteg     1971-1980
#> 3275             Vaud        Apartment noteg     2011-2015
#> 3276             Vaud            Villa           1946-1960
#> 3277             Vaud        Apartment noteg     2011-2015
#> 3278             Vaud        Apartment noteg     1991-2000
#> 3279             Vaud     Single house           1961-1970
#> 3280             Vaud           Chalet           1981-1990
#> 3281             Vaud     Single house              0-1919
#> 3282             Vaud           Duplex noteg     1981-1990
#> 3283             Vaud        Roof flat noteg     2006-2010
#> 3284             Vaud            Villa           1981-1990
#> 3285             Vaud     Single house           2011-2015
#> 3286             Vaud           Duplex noteg     2006-2010
#> 3287             Vaud     Single house           2006-2010
#> 3288             Vaud     Single house           2016-2024
#> 3289             Vaud        Apartment noteg     2006-2010
#> 3290             Vaud        Apartment noteg     2011-2015
#> 3291             Vaud        Apartment    eg     2016-2024
#> 3292             Vaud     Single house           2006-2010
#> 3293             Vaud           Duplex noteg     2011-2015
#> 3294             Vaud        Apartment    eg     2016-2024
#> 3295             Vaud        Apartment noteg     2016-2024
#> 3296             Vaud        Apartment noteg     2016-2024
#> 3297             Vaud        Apartment noteg     2006-2010
#> 3298             Vaud Bifamiliar house           1991-2000
#> 3299             Vaud        Apartment noteg     2011-2015
#> 3300             Vaud            Villa           1981-1990
#> 3301             Vaud        Apartment noteg     2011-2015
#> 3302             Vaud        Apartment noteg     2011-2015
#> 3303             Vaud        Apartment    eg     2016-2024
#> 3304             Vaud       Attic flat noteg     2016-2024
#> 3305             Vaud        Apartment noteg     2016-2024
#> 3306             Vaud     Single house           1981-1990
#> 3307             Vaud        Apartment noteg     2016-2024
#> 3308             Vaud       Attic flat noteg     2016-2024
#> 3309             Vaud        Apartment noteg     2016-2024
#> 3310             Vaud       Attic flat noteg     2016-2024
#> 3311             Vaud        Apartment noteg     2016-2024
#> 3312             Vaud        Apartment noteg     2016-2024
#> 3313             Vaud     Single house           1961-1970
#> 3314             Vaud        Apartment    eg     2016-2024
#> 3315             Vaud        Apartment    eg     2016-2024
#> 3316             Vaud        Apartment    eg     2011-2015
#> 3317             Vaud        Apartment noteg     2016-2024
#> 3318             Vaud        Apartment    eg     2016-2024
#> 3319             Vaud        Apartment noteg     2016-2024
#> 3320             Vaud Bifamiliar house           2011-2015
#> 3321             Vaud        Apartment    eg     2016-2024
#> 3322             Vaud        Apartment    eg     2016-2024
#> 3323             Vaud        Apartment noteg     2016-2024
#> 3324             Vaud        Apartment    eg     2016-2024
#> 3325             Vaud        Apartment noteg        0-1919
#> 3326             Vaud     Single house              0-1919
#> 3327             Vaud     Single house           1919-1945
#> 3328             Vaud        Apartment    eg     1971-1980
#> 3329             Vaud            Villa           2016-2024
#> 3330             Vaud           Chalet           2011-2015
#> 3331             Vaud           Chalet           2016-2024
#> 3332             Vaud           Chalet           2001-2005
#> 3333             Vaud     Single house           2011-2015
#> 3334             Vaud           Chalet              0-1919
#> 3335             Vaud           Duplex noteg     2016-2024
#> 3336             Vaud           Chalet           1961-1970
#> 3337             Vaud     Single house           1919-1945
#> 3338             Vaud        Apartment    eg     2016-2024
#> 3339             Vaud           Chalet           2016-2024
#> 3340             Vaud        Apartment noteg     2016-2024
#> 3341             Vaud           Chalet           2016-2024
#> 3342             Vaud           Chalet           1961-1970
#> 3343             Vaud           Chalet           1961-1970
#> 3344             Vaud     Single house           2011-2015
#> 3345             Vaud           Chalet              0-1919
#> 3346             Vaud           Duplex noteg     2016-2024
#> 3347             Vaud        Apartment noteg     1971-1980
#> 3348             Vaud        Apartment noteg     2016-2024
#> 3349             Vaud     Single house           2011-2015
#> 3350             Vaud           Chalet           2011-2015
#> 3351             Vaud        Apartment noteg     1981-1990
#> 3352             Vaud           Chalet           2006-2010
#> 3353             Vaud        Apartment    eg     1981-1990
#> 3354             Vaud Bifamiliar house           1946-1960
#> 3355             Vaud        Apartment noteg        0-1919
#> 3356             Vaud        Apartment noteg     2016-2024
#> 3357             Vaud     Single house           1961-1970
#> 3358             Vaud        Apartment noteg     2016-2024
#> 3359             Vaud        Apartment    eg     2016-2024
#> 3360             Vaud     Single house           1971-1980
#> 3361             Vaud        Apartment noteg     1946-1960
#> 3362             Vaud        Apartment noteg     2011-2015
#> 3363             Vaud        Apartment noteg     1981-1990
#> 3364             Vaud        Apartment    eg     2016-2024
#> 3365             Vaud Bifamiliar house           2016-2024
#> 3366             Vaud        Apartment noteg     1971-1980
#> 3367             Vaud        Apartment noteg     1971-1980
#> 3368             Vaud        Apartment noteg     1981-1990
#> 3369             Vaud        Apartment    eg     2006-2010
#> 3370             Vaud        Apartment noteg     1981-1990
#> 3371             Vaud        Apartment noteg     1981-1990
#> 3372             Vaud        Apartment noteg     2006-2010
#> 3373             Vaud        Apartment noteg     2001-2005
#> 3374             Vaud            Villa           2016-2024
#> 3375             Vaud           Chalet              0-1919
#> 3376             Vaud           Chalet           1971-1980
#> 3377             Vaud           Chalet           1991-2000
#> 3378             Vaud     Single house              0-1919
#> 3379             Vaud           Chalet              0-1919
#> 3380             Vaud     Single house              0-1919
#> 3381             Vaud           Chalet           2011-2015
#> 3382             Vaud           Chalet              0-1919
#> 3383             Vaud     Single house              0-1919
#> 3384             Vaud           Chalet              0-1919
#> 3385             Vaud     Single house              0-1919
#> 3386             Vaud           Chalet              0-1919
#> 3387             Vaud           Chalet              0-1919
#> 3388             Vaud        Apartment noteg     2006-2010
#> 3389             Vaud           Chalet           1961-1970
#> 3390             Vaud        Apartment noteg     1946-1960
#> 3391             Vaud           Chalet           1971-1980
#> 3392             Vaud           Chalet           2001-2005
#> 3393             Vaud        Apartment noteg     1946-1960
#> 3394             Vaud        Apartment    eg     1946-1960
#> 3395             Vaud           Chalet           1971-1980
#> 3396             Vaud           Chalet           1981-1990
#> 3397             Vaud           Chalet              0-1919
#> 3398             Vaud        Apartment noteg     2011-2015
#> 3399             Vaud           Chalet           1971-1980
#> 3400             Vaud        Apartment noteg     2011-2015
#> 3401             Vaud           Chalet           1961-1970
#> 3402             Vaud        Apartment noteg     1946-1960
#> 3403             Vaud        Apartment noteg     2011-2015
#> 3404             Vaud           Chalet           2016-2024
#> 3405             Vaud        Apartment noteg     2011-2015
#> 3406             Vaud        Apartment    eg     1946-1960
#> 3407             Vaud        Apartment noteg     1946-1960
#> 3408             Vaud        Apartment noteg     1946-1960
#> 3409             Vaud        Apartment noteg     2011-2015
#> 3410             Vaud        Apartment noteg     2011-2015
#> 3411             Vaud        Apartment    eg     1946-1960
#> 3412             Vaud           Chalet              0-1919
#> 3413             Vaud           Chalet           1919-1945
#> 3414             Vaud           Chalet              0-1919
#> 3415             Vaud           Chalet           1919-1945
#> 3416             Vaud Bifamiliar house           2016-2024
#> 3417             Vaud Bifamiliar house           2016-2024
#> 3418             Vaud           Chalet           1981-1990
#> 3419             Vaud     Single house           2016-2024
#> 3420             Vaud     Single house           2016-2024
#> 3421             Vaud        Apartment noteg     2016-2024
#> 3422             Vaud Bifamiliar house           2016-2024
#> 3423             Vaud        Apartment    eg     2016-2024
#> 3424             Vaud Bifamiliar house           2016-2024
#> 3425             Vaud            Villa           2001-2005
#> 3426             Vaud        Apartment    eg     2016-2024
#> 3427             Vaud Bifamiliar house           2016-2024
#> 3428             Vaud Bifamiliar house           2016-2024
#> 3429             Vaud Bifamiliar house           2016-2024
#> 3430             Vaud            Villa           2016-2024
#> 3431             Vaud            Villa           2016-2024
#> 3432             Vaud     Single house           2016-2024
#> 3433             Vaud Bifamiliar house           2016-2024
#> 3434             Vaud     Single house              0-1919
#> 3435             Vaud        Apartment noteg     2016-2024
#> 3436             Vaud Bifamiliar house           2016-2024
#> 3437             Vaud        Apartment    eg     2016-2024
#> 3438             Vaud Bifamiliar house           2016-2024
#> 3439             Vaud        Apartment noteg     2016-2024
#> 3440             Vaud        Apartment    eg     2016-2024
#> 3441             Vaud Bifamiliar house           2016-2024
#> 3442             Vaud        Apartment    eg     1991-2000
#> 3443             Vaud Bifamiliar house           2016-2024
#> 3444             Vaud        Apartment noteg     2016-2024
#> 3445             Vaud     Single house           1961-1970
#> 3446             Vaud Bifamiliar house           2016-2024
#> 3447             Vaud Bifamiliar house           2016-2024
#> 3448             Vaud Bifamiliar house           2016-2024
#> 3449             Vaud        Apartment noteg     2016-2024
#> 3450             Vaud        Apartment    eg     2016-2024
#> 3451             Vaud Bifamiliar house           2016-2024
#> 3452             Vaud Bifamiliar house           2016-2024
#> 3453             Vaud Bifamiliar house           2016-2024
#> 3454             Vaud        Apartment noteg     2016-2024
#> 3455             Vaud        Apartment noteg     2016-2024
#> 3456             Vaud        Apartment noteg     2016-2024
#> 3457             Vaud Bifamiliar house           2016-2024
#> 3458             Vaud        Apartment noteg     2016-2024
#> 3459             Vaud        Apartment noteg     2016-2024
#> 3460             Vaud        Apartment    eg     2016-2024
#> 3461             Vaud Bifamiliar house           2016-2024
#> 3462             Vaud     Single house           2011-2015
#> 3463             Vaud Bifamiliar house           2016-2024
#> 3464             Vaud        Apartment noteg     2016-2024
#> 3465             Vaud        Apartment noteg     2016-2024
#> 3466             Vaud        Apartment noteg     2016-2024
#> 3467             Vaud        Apartment noteg     2016-2024
#> 3468             Vaud     Single house           1971-1980
#> 3469             Vaud        Apartment noteg     2016-2024
#> 3470             Vaud        Apartment noteg     2016-2024
#> 3471             Vaud        Apartment noteg     2016-2024
#> 3472           Valais        Apartment    eg     2016-2024
#> 3473           Valais            Villa           2001-2005
#> 3474           Valais           Chalet           1991-2000
#> 3475           Valais        Apartment    eg     2016-2024
#> 3476           Valais            Villa           1991-2000
#> 3477           Valais     Single house           1991-2000
#> 3478           Valais     Single house           1991-2000
#> 3479           Valais            Villa           1991-2000
#> 3480           Valais            Villa           2016-2024
#> 3481           Valais Bifamiliar house           2016-2024
#> 3482           Valais        Apartment noteg     1991-2000
#> 3483           Valais     Single house           1946-1960
#> 3484           Valais Bifamiliar house           2016-2024
#> 3485           Valais        Apartment noteg        0-1919
#> 3486           Valais     Single house           1981-1990
#> 3487           Valais        Apartment noteg     2006-2010
#> 3488           Valais        Apartment noteg     2011-2015
#> 3489           Valais     Single house           1991-2000
#> 3490           Valais        Apartment noteg     2016-2024
#> 3491           Valais     Single house           1991-2000
#> 3492           Valais        Apartment noteg     2016-2024
#> 3493           Valais     Single house           2001-2005
#> 3494           Valais     Single house           2016-2024
#> 3495           Valais            Villa           2001-2005
#> 3496           Valais       Attic flat noteg        0-1919
#> 3497           Valais            Villa           2001-2005
#> 3498           Valais        Apartment noteg     2016-2024
#> 3499           Valais        Apartment noteg     2006-2010
#> 3500           Valais     Terrace flat    eg     2011-2015
#> 3501           Valais        Apartment noteg     2016-2024
#> 3502           Valais        Apartment    eg     2016-2024
#> 3503           Valais        Apartment    eg     2011-2015
#> 3504           Valais        Apartment noteg     2016-2024
#> 3505           Valais        Apartment noteg     2016-2024
#> 3506           Valais        Apartment noteg     2016-2024
#> 3507           Valais     Single house           2016-2024
#> 3508           Valais        Apartment    eg     2016-2024
#> 3509           Valais           Duplex    eg     2016-2024
#> 3510           Valais        Apartment noteg     1961-1970
#> 3511           Valais        Apartment noteg     2016-2024
#> 3512           Valais        Apartment    eg     2016-2024
#> 3513           Valais            Villa           2006-2010
#> 3514           Valais           Duplex noteg     2016-2024
#> 3515           Valais        Apartment    eg     2016-2024
#> 3516           Valais        Apartment noteg     2016-2024
#> 3517           Valais        Apartment noteg     2016-2024
#> 3518           Valais Bifamiliar house           2016-2024
#> 3519           Valais           Duplex    eg     2016-2024
#> 3520           Valais           Chalet              0-1919
#> 3521           Valais        Apartment noteg     2006-2010
#> 3522           Valais        Apartment noteg     1961-1970
#> 3523           Valais        Apartment noteg     2016-2024
#> 3524           Valais        Apartment noteg     2016-2024
#> 3525           Valais        Apartment noteg     2016-2024
#> 3526           Valais     Single house           1981-1990
#> 3527           Valais     Single house           2016-2024
#> 3528           Valais        Apartment noteg     2011-2015
#> 3529           Valais        Apartment noteg     2016-2024
#> 3530           Valais        Apartment    eg     2016-2024
#> 3531           Valais     Single house           1991-2000
#> 3532           Valais           Duplex    eg     2016-2024
#> 3533           Valais        Apartment    eg     2016-2024
#> 3534           Valais     Single house           2016-2024
#> 3535           Valais        Apartment noteg     1971-1980
#> 3536           Valais        Apartment noteg     2016-2024
#> 3537           Valais     Single house           2016-2024
#> 3538           Valais            Villa           1991-2000
#> 3539           Valais     Single house           1946-1960
#> 3540           Valais Bifamiliar house           2016-2024
#> 3541           Valais        Apartment    eg     2006-2010
#> 3542           Valais        Apartment noteg     1971-1980
#> 3543           Valais        Apartment noteg     1971-1980
#> 3544           Valais        Apartment    eg     2016-2024
#> 3545           Valais        Apartment noteg     2016-2024
#> 3546           Valais           Duplex    eg     2016-2024
#> 3547           Valais     Single house           2016-2024
#> 3548           Valais        Apartment noteg     2016-2024
#> 3549           Valais        Apartment noteg     2016-2024
#> 3550           Valais        Apartment    eg     1991-2000
#> 3551           Valais        Apartment noteg     2016-2024
#> 3552           Valais           Duplex    eg     2016-2024
#> 3553           Valais        Apartment noteg     2016-2024
#> 3554           Valais        Apartment noteg     1971-1980
#> 3555           Valais        Apartment noteg     2016-2024
#> 3556           Valais        Apartment noteg     2016-2024
#> 3557           Valais        Apartment noteg     1981-1990
#> 3558           Valais        Apartment noteg     1961-1970
#> 3559           Valais     Single house           2006-2010
#> 3560           Valais Bifamiliar house           2016-2024
#> 3561           Valais           Chalet           1981-1990
#> 3562           Valais     Single house           1981-1990
#> 3563           Valais        Apartment noteg     2016-2024
#> 3564           Valais       Attic flat noteg     2016-2024
#> 3565           Valais        Apartment noteg     2016-2024
#> 3566           Valais        Apartment    eg     2016-2024
#> 3567           Valais        Apartment noteg     2016-2024
#> 3568           Valais        Apartment    eg     2016-2024
#> 3569           Valais        Apartment noteg     2016-2024
#> 3570           Valais     Single house           1971-1980
#> 3571           Valais        Apartment noteg     1961-1970
#> 3572           Valais           Chalet           1981-1990
#> 3573           Valais            Villa           2016-2024
#> 3574           Valais           Chalet           2016-2024
#> 3575           Valais     Single house           2016-2024
#> 3576           Valais     Single house           1946-1960
#> 3577           Valais            Villa           2016-2024
#> 3578           Valais        Apartment noteg     2016-2024
#> 3579           Valais     Single house           1981-1990
#> 3580           Valais     Single house           2011-2015
#> 3581           Valais            Villa           2016-2024
#> 3582           Valais Bifamiliar house           2016-2024
#> 3583           Valais            Villa           2016-2024
#> 3584           Valais            Villa           2016-2024
#> 3585           Valais        Apartment    eg     2016-2024
#> 3586           Valais     Single house           1981-1990
#> 3587           Valais     Single house           1981-1990
#> 3588           Valais           Chalet           2016-2024
#> 3589           Valais            Villa           2016-2024
#> 3590           Valais            Villa           2016-2024
#> 3591           Valais     Single house           1991-2000
#> 3592           Valais           Chalet           1971-1980
#> 3593           Valais           Chalet           2016-2024
#> 3594           Valais           Chalet           1981-1990
#> 3595           Valais            Villa           2016-2024
#> 3596           Valais        Apartment    eg     2016-2024
#> 3597           Valais        Apartment noteg     2016-2024
#> 3598           Valais            Villa           2016-2024
#> 3599           Valais           Chalet           1961-1970
#> 3600           Valais       Farm house              0-1919
#> 3601           Valais     Single house           2006-2010
#> 3602           Valais           Chalet           1981-1990
#> 3603           Valais     Single house           1981-1990
#> 3604           Valais        Apartment    eg     2016-2024
#> 3605           Valais           Chalet              0-1919
#> 3606           Valais           Chalet              0-1919
#> 3607           Valais           Chalet              0-1919
#> 3608           Valais           Chalet           1981-1990
#> 3609           Valais Bifamiliar house           1981-1990
#> 3610           Valais           Chalet           1919-1945
#> 3611           Valais     Single house           2006-2010
#> 3612           Valais        Apartment noteg     2016-2024
#> 3613           Valais           Chalet              0-1919
#> 3614           Valais Bifamiliar house           2016-2024
#> 3615           Valais        Apartment    eg     2016-2024
#> 3616           Valais        Roof flat noteg     2001-2005
#> 3617           Valais            Villa           1919-1945
#> 3618           Valais        Apartment    eg     2006-2010
#> 3619           Valais     Single house              0-1919
#> 3620           Valais        Apartment noteg     2016-2024
#> 3621           Valais        Roof flat noteg     2016-2024
#> 3622           Valais        Apartment noteg     2001-2005
#> 3623           Valais           Duplex    eg     2006-2010
#> 3624           Valais       Attic flat noteg     2001-2005
#> 3625           Valais           Chalet           2001-2005
#> 3626           Valais        Apartment noteg     2006-2010
#> 3627           Valais        Apartment    eg     2016-2024
#> 3628           Valais           Duplex    eg     2006-2010
#> 3629           Valais        Apartment    eg     2006-2010
#> 3630           Valais           Chalet              0-1919
#> 3631           Valais        Apartment noteg     2001-2005
#> 3632           Valais        Apartment    eg     1981-1990
#> 3633           Valais           Chalet           1971-1980
#> 3634           Valais           Chalet           1971-1980
#> 3635           Valais           Chalet           1971-1980
#> 3636           Valais           Chalet              0-1919
#> 3637           Valais        Apartment    eg     2016-2024
#> 3638           Valais        Apartment noteg     2011-2015
#> 3639           Valais           Chalet           2016-2024
#> 3640           Valais           Chalet           1981-1990
#> 3641           Valais           Chalet              0-1919
#> 3642           Valais           Chalet           1971-1980
#> 3643           Valais           Chalet           1981-1990
#> 3644           Valais           Chalet           1961-1970
#> 3645           Valais           Chalet              0-1919
#> 3646           Valais           Chalet           1981-1990
#> 3647           Valais        Apartment noteg     2006-2010
#> 3648           Valais        Apartment noteg     2006-2010
#> 3649           Valais        Apartment    eg     2006-2010
#> 3650           Valais        Apartment noteg     1961-1970
#> 3651           Valais        Apartment noteg     2001-2005
#> 3652           Valais           Duplex noteg        0-1919
#> 3653           Valais     Single house           1961-1970
#> 3654           Valais        Apartment    eg     1991-2000
#> 3655           Valais     Single house              0-1919
#> 3656           Valais     Single house           2011-2015
#> 3657           Valais        Apartment noteg        0-1919
#> 3658           Valais        Apartment    eg     2001-2005
#> 3659           Valais        Apartment noteg     2006-2010
#> 3660           Valais        Apartment noteg        0-1919
#> 3661           Valais           Chalet           1971-1980
#> 3662           Valais        Apartment noteg        0-1919
#> 3663             Vaud        Apartment noteg     2016-2024
#> 3664             Vaud Bifamiliar house           1971-1980
#> 3665             Vaud     Single house              0-1919
#> 3666             Vaud     Single house           1961-1970
#> 3667             Vaud            Villa           2011-2015
#> 3668             Vaud        Apartment    eg     2016-2024
#> 3669             Vaud     Single house           2016-2024
#> 3670             Vaud        Apartment noteg     2016-2024
#> 3671             Vaud     Single house              0-1919
#> 3672             Vaud        Apartment noteg     2016-2024
#> 3673             Vaud     Single house              0-1919
#> 3674             Vaud     Single house           1919-1945
#> 3675             Vaud        Roof flat noteg        0-1919
#> 3676             Vaud Bifamiliar house           2016-2024
#> 3677             Vaud Bifamiliar house           2016-2024
#> 3678             Vaud        Apartment noteg        0-1919
#> 3679             Vaud     Single house           1961-1970
#> 3680             Vaud       Attic flat noteg     2016-2024
#> 3681             Vaud        Apartment noteg        0-1919
#> 3682             Vaud            Villa           1971-1980
#> 3683             Vaud     Single house           1981-1990
#> 3684             Vaud     Single house              0-1919
#> 3685             Vaud        Apartment noteg     2011-2015
#> 3686             Vaud     Single house           1961-1970
#> 3687             Vaud        Apartment noteg     2016-2024
#> 3688             Vaud     Single house           1919-1945
#> 3689             Vaud     Single house              0-1919
#> 3690             Vaud     Single house           1961-1970
#> 3691             Vaud           Chalet           1981-1990
#> 3692             Vaud     Single house           2016-2024
#> 3693             Vaud     Single house           1981-1990
#> 3694             Vaud       Attic flat noteg        0-1919
#> 3695             Vaud           Chalet           2016-2024
#> 3696             Vaud     Single house           1981-1990
#> 3697             Vaud        Apartment noteg     2006-2010
#> 3698             Vaud           Chalet              0-1919
#> 3699             Vaud           Chalet           1981-1990
#> 3700             Vaud        Apartment noteg     2006-2010
#> 3701             Vaud        Apartment noteg     2001-2005
#> 3702             Vaud     Single house           1946-1960
#> 3703             Vaud           Chalet           2006-2010
#> 3704             Vaud           Chalet           2016-2024
#> 3705             Vaud     Single house           1919-1945
#> 3706             Vaud        Apartment noteg        0-1919
#> 3707             Vaud        Apartment noteg     2006-2010
#> 3708             Vaud        Apartment noteg     2016-2024
#> 3709             Vaud        Apartment noteg     1961-1970
#> 3710             Vaud        Apartment    eg     2001-2005
#> 3711             Vaud        Apartment noteg     1981-1990
#> 3712             Vaud        Apartment noteg     2006-2010
#> 3713             Vaud        Apartment noteg     2006-2010
#> 3714             Vaud        Apartment noteg     1971-1980
#> 3715             Vaud        Apartment noteg     2006-2010
#> 3716             Vaud           Chalet           1946-1960
#> 3717             Vaud        Apartment noteg     1981-1990
#> 3718             Vaud        Apartment noteg     1961-1970
#> 3719             Vaud        Apartment    eg     2006-2010
#> 3720             Vaud        Apartment noteg     1971-1980
#> 3721             Vaud        Apartment noteg     2006-2010
#> 3722             Vaud        Apartment noteg     1991-2000
#> 3723             Vaud        Apartment noteg     2006-2010
#> 3724             Vaud           Chalet           1919-1945
#> 3725             Vaud        Apartment noteg     1981-1990
#> 3726             Vaud           Chalet           1919-1945
#> 3727             Vaud        Apartment noteg     2001-2005
#> 3728             Vaud        Apartment noteg     1961-1970
#> 3729             Vaud           Duplex noteg     1961-1970
#> 3730             Vaud        Apartment noteg     2006-2010
#> 3731             Vaud        Apartment noteg     2001-2005
#> 3732             Vaud        Apartment    eg     2016-2024
#> 3733             Vaud           Chalet           1961-1970
#> 3734             Vaud        Apartment noteg     2006-2010
#> 3735             Vaud           Duplex noteg     1971-1980
#> 3736             Vaud           Chalet           1961-1970
#> 3737             Vaud           Chalet           1961-1970
#> 3738             Vaud        Apartment noteg     1961-1970
#> 3739             Vaud           Chalet           1919-1945
#> 3740             Vaud     Single house           1961-1970
#> 3741             Vaud        Apartment noteg     1971-1980
#> 3742             Vaud        Apartment noteg     1961-1970
#> 3743             Vaud     Single house           1946-1960
#> 3744             Vaud        Apartment noteg     1961-1970
#> 3745             Vaud        Apartment noteg     2016-2024
#> 3746             Vaud        Apartment noteg     2006-2010
#> 3747             Vaud        Apartment noteg     2001-2005
#> 3748             Vaud           Chalet           1946-1960
#> 3749             Vaud        Apartment    eg     2016-2024
#> 3750             Vaud        Apartment    eg     2016-2024
#> 3751             Vaud        Apartment noteg     1991-2000
#> 3752             Vaud        Apartment noteg     1961-1970
#> 3753             Vaud     Single house           1919-1945
#> 3754             Vaud        Apartment noteg     1971-1980
#> 3755             Vaud        Apartment noteg     1971-1980
#> 3756             Vaud        Apartment noteg     1961-1970
#> 3757             Vaud        Apartment noteg     1971-1980
#> 3758             Vaud        Apartment    eg     1971-1980
#> 3759             Vaud        Apartment noteg     1919-1945
#> 3760             Vaud        Apartment noteg     1981-1990
#> 3761             Vaud           Chalet           1991-2000
#> 3762             Vaud        Apartment    eg     1981-1990
#> 3763             Vaud           Chalet           2006-2010
#> 3764             Vaud       Attic flat noteg     1981-1990
#> 3765             Vaud           Chalet           1961-1970
#> 3766             Vaud        Apartment noteg     1981-1990
#> 3767             Vaud           Chalet           1919-1945
#> 3768             Vaud        Apartment    eg     2016-2024
#> 3769             Vaud           Chalet           1919-1945
#> 3770             Vaud        Apartment    eg     2016-2024
#> 3771             Vaud           Chalet           1961-1970
#> 3772             Vaud     Single house           1961-1970
#> 3773             Vaud        Apartment noteg     1971-1980
#> 3774             Vaud           Chalet           1961-1970
#> 3775             Vaud        Apartment noteg     1971-1980
#> 3776             Vaud        Apartment noteg     1981-1990
#> 3777           Valais            Villa           2001-2005
#> 3778           Valais        Apartment    eg     2016-2024
#> 3779           Valais     Single house           2011-2015
#> 3780           Valais        Apartment noteg     1991-2000
#> 3781           Valais        Apartment noteg     1961-1970
#> 3782           Valais        Apartment noteg     2011-2015
#> 3783           Valais        Roof flat noteg     2011-2015
#> 3784           Valais            Villa           1971-1980
#> 3785             Vaud        Apartment noteg     1981-1990
#> 3786           Valais        Apartment    eg     1991-2000
#> 3787           Valais        Apartment noteg     1981-1990
#> 3788           Valais        Apartment    eg        0-1919
#> 3789           Valais            Villa           1981-1990
#> 3790           Valais     Single house           1981-1990
#> 3791           Valais     Single house           1981-1990
#> 3792           Valais        Apartment noteg     1981-1990
#> 3793           Valais           Chalet           2016-2024
#> 3794           Valais        Apartment noteg     2016-2024
#> 3795           Valais        Apartment noteg        0-1919
#> 3796           Valais            Villa           1991-2000
#> 3797           Valais     Single house           2011-2015
#> 3798           Valais     Single house           1991-2000
#> 3799           Valais        Apartment noteg     2016-2024
#> 3800           Valais        Apartment noteg     2016-2024
#> 3801           Valais        Apartment noteg        0-1919
#> 3802           Valais        Apartment noteg     1981-1990
#> 3803           Valais        Apartment noteg     2016-2024
#> 3804           Valais           Duplex noteg     2016-2024
#> 3805           Valais        Apartment noteg     2016-2024
#> 3806           Valais        Apartment noteg     2011-2015
#> 3807           Valais        Apartment noteg     2016-2024
#> 3808           Valais        Apartment noteg     2016-2024
#> 3809           Valais        Apartment noteg     2016-2024
#> 3810           Valais     Single house           1946-1960
#> 3811           Valais        Apartment noteg     2016-2024
#> 3812           Valais        Apartment noteg     2016-2024
#> 3813           Valais        Apartment    eg     2016-2024
#> 3814           Valais Bifamiliar house           2006-2010
#> 3815           Valais        Apartment noteg     2016-2024
#> 3816           Valais        Apartment noteg     2016-2024
#> 3817           Valais            Villa           2016-2024
#> 3818           Valais     Single house           1981-1990
#> 3819           Valais        Apartment noteg     2016-2024
#> 3820           Valais           Chalet           2016-2024
#> 3821           Valais        Apartment noteg     2016-2024
#> 3822           Valais     Single house           1946-1960
#> 3823           Valais        Apartment noteg     2016-2024
#> 3824           Valais        Apartment noteg     2016-2024
#> 3825           Valais     Single house           2016-2024
#> 3826           Valais     Single house           2011-2015
#> 3827           Valais Bifamiliar house           2016-2024
#> 3828           Valais            Villa           2016-2024
#> 3829           Valais     Single house           2006-2010
#> 3830           Valais     Single house           2016-2024
#> 3831           Valais        Apartment noteg     2016-2024
#> 3832           Valais        Apartment noteg     2016-2024
#> 3833           Valais Bifamiliar house           2006-2010
#> 3834           Valais     Single house           1919-1945
#> 3835           Valais     Single house           2006-2010
#> 3836           Valais Bifamiliar house           2016-2024
#> 3837           Valais            Villa           2016-2024
#> 3838           Valais            Villa           1991-2000
#> 3839           Valais        Apartment noteg     2016-2024
#> 3840           Valais       Attic flat noteg     2006-2010
#> 3841           Valais        Apartment noteg     2016-2024
#> 3842           Valais        Apartment noteg     1971-1980
#> 3843           Valais     Single house           1971-1980
#> 3844           Valais        Apartment noteg     2006-2010
#> 3845           Valais        Apartment    eg        0-1919
#> 3846           Valais        Apartment noteg     1971-1980
#> 3847           Valais        Apartment noteg     2016-2024
#> 3848           Valais Bifamiliar house           2016-2024
#> 3849           Valais            Villa           2016-2024
#> 3850           Valais        Apartment    eg     2016-2024
#> 3851           Valais        Apartment    eg     2016-2024
#> 3852           Valais        Apartment noteg     1991-2000
#> 3853           Valais        Apartment    eg     2016-2024
#> 3854           Valais            Villa           2016-2024
#> 3855           Valais           Duplex noteg     1991-2000
#> 3856           Valais Bifamiliar house           2016-2024
#> 3857           Valais     Single house              0-1919
#> 3858           Valais            Villa           2016-2024
#> 3859           Valais     Single house              0-1919
#> 3860           Valais     Single house           1919-1945
#> 3861           Valais     Single house           1919-1945
#> 3862           Valais        Apartment noteg     2016-2024
#> 3863           Valais           Chalet           2016-2024
#> 3864           Valais           Chalet           2016-2024
#> 3865           Valais           Chalet           1961-1970
#> 3866           Valais        Apartment noteg     2016-2024
#> 3867           Valais     Single house           1981-1990
#> 3868           Valais           Chalet           2016-2024
#> 3869           Valais           Chalet           1961-1970
#> 3870           Valais     Single house           1981-1990
#> 3871           Valais            Villa           2006-2010
#> 3872           Valais            Villa           2011-2015
#> 3873           Valais        Apartment    eg     2006-2010
#> 3874           Valais       Attic flat noteg     2016-2024
#> 3875           Valais            Villa           2006-2010
#> 3876           Valais        Apartment noteg     2016-2024
#> 3877           Valais     Single house           2006-2010
#> 3878           Valais     Single house           2006-2010
#> 3879           Valais            Villa           2006-2010
#> 3880           Valais     Single house           1981-1990
#> 3881           Valais            Villa           2001-2005
#> 3882           Valais     Single house           2016-2024
#> 3883           Valais        Apartment noteg     2016-2024
#> 3884           Valais Bifamiliar house           2016-2024
#> 3885           Valais        Apartment    eg     2016-2024
#> 3886           Valais Bifamiliar house              0-1919
#> 3887           Valais     Single house           2016-2024
#> 3888           Valais        Apartment noteg     2016-2024
#> 3889           Valais Bifamiliar house              0-1919
#> 3890           Valais            Villa           1981-1990
#> 3891           Valais       Attic flat noteg     2016-2024
#> 3892           Valais            Villa           2006-2010
#> 3893           Valais Bifamiliar house           2016-2024
#> 3894           Valais     Single house           1981-1990
#> 3895           Valais        Apartment    eg     2016-2024
#> 3896           Valais     Single house           2006-2010
#> 3897           Valais        Apartment    eg     2016-2024
#> 3898           Valais     Single house           1991-2000
#> 3899           Valais        Apartment noteg     2016-2024
#> 3900           Valais            Villa           1991-2000
#> 3901           Valais        Apartment noteg     2016-2024
#> 3902           Valais     Single house           1991-2000
#> 3903           Valais        Apartment    eg     2016-2024
#> 3904           Valais        Apartment noteg     2016-2024
#> 3905           Valais     Single house           2006-2010
#> 3906           Valais     Terrace flat    eg     2016-2024
#> 3907           Valais        Apartment noteg     2016-2024
#> 3908           Valais        Apartment    eg     2016-2024
#> 3909           Valais            Villa           2006-2010
#> 3910           Valais     Single house           2006-2010
#> 3911           Valais        Apartment noteg     2016-2024
#> 3912           Valais        Apartment noteg     2016-2024
#> 3913           Valais           Chalet           1961-1970
#> 3914           Valais            Villa           2006-2010
#> 3915           Valais     Single house           2001-2005
#> 3916           Valais     Single house           1981-1990
#> 3917           Valais            Villa           1971-1980
#> 3918           Valais            Villa           2016-2024
#> 3919           Valais            Villa           2016-2024
#> 3920           Valais Bifamiliar house           2011-2015
#> 3921           Valais            Villa           2016-2024
#> 3922           Valais Bifamiliar house           1971-1980
#> 3923           Valais            Villa           2016-2024
#> 3924           Valais        Apartment noteg     2016-2024
#> 3925           Valais     Single house           1946-1960
#> 3926           Valais     Single house           1971-1980
#> 3927           Valais        Apartment noteg     2016-2024
#> 3928           Valais        Apartment noteg     2016-2024
#> 3929           Valais     Single house           2016-2024
#> 3930           Valais            Villa           2011-2015
#> 3931           Valais     Single house           2011-2015
#> 3932           Valais        Apartment noteg     2006-2010
#> 3933           Valais     Single house           2016-2024
#> 3934           Valais     Single house           2016-2024
#> 3935           Valais       Attic flat noteg     2016-2024
#> 3936           Valais        Apartment noteg     2016-2024
#> 3937           Valais            Villa           2001-2005
#> 3938           Valais        Apartment noteg     1981-1990
#> 3939           Valais        Apartment noteg     2016-2024
#> 3940           Valais     Single house           2001-2005
#> 3941           Valais        Apartment    eg     2016-2024
#> 3942           Valais     Single house           2006-2010
#> 3943           Valais     Single house           2016-2024
#> 3944           Valais           Chalet           2016-2024
#> 3945           Valais            Villa           2011-2015
#> 3946           Valais        Apartment noteg     2016-2024
#> 3947           Valais       Attic flat noteg     2016-2024
#> 3948           Valais           Chalet           2016-2024
#> 3949           Valais        Apartment    eg     2011-2015
#> 3950           Valais           Chalet           2016-2024
#> 3951           Valais     Single house           2016-2024
#> 3952           Valais     Single house           1971-1980
#> 3953           Valais        Apartment noteg     2006-2010
#> 3954           Valais           Duplex noteg     1971-1980
#> 3955           Valais     Single house           2016-2024
#> 3956           Valais        Apartment noteg     2006-2010
#> 3957           Valais            Villa           2011-2015
#> 3958           Valais     Single house           2006-2010
#> 3959           Valais        Apartment noteg     2016-2024
#> 3960           Valais        Apartment noteg     2016-2024
#> 3961           Valais           Duplex    eg     2016-2024
#> 3962           Valais        Apartment noteg     1981-1990
#> 3963           Valais     Single house           1981-1990
#> 3964           Valais        Apartment    eg     2016-2024
#> 3965           Valais     Single house           2016-2024
#> 3966           Valais        Apartment noteg     2016-2024
#> 3967           Valais     Single house           2016-2024
#> 3968           Valais     Single house           2011-2015
#> 3969           Valais           Chalet           2016-2024
#> 3970           Valais       Attic flat noteg     2011-2015
#> 3971           Valais     Single house           2016-2024
#> 3972           Valais        Apartment noteg     2016-2024
#> 3973           Valais        Apartment    eg     2011-2015
#> 3974           Valais     Single house           2011-2015
#> 3975           Valais           Chalet           2016-2024
#> 3976           Valais        Apartment noteg     1981-1990
#> 3977           Valais        Apartment noteg     2011-2015
#> 3978           Valais        Apartment noteg     2016-2024
#> 3979           Valais        Apartment noteg     2011-2015
#> 3980           Valais       Attic flat noteg     2016-2024
#> 3981           Valais        Apartment    eg     2016-2024
#> 3982           Valais           Duplex    eg     2016-2024
#> 3983           Valais     Single house           1919-1945
#> 3984           Valais       Attic flat noteg     2016-2024
#> 3985           Valais           Chalet           1981-1990
#> 3986           Valais        Apartment noteg     2016-2024
#> 3987           Valais        Apartment noteg     2016-2024
#> 3988           Valais        Apartment noteg     2016-2024
#> 3989           Valais     Single house           2011-2015
#> 3990           Valais       Attic flat noteg     2016-2024
#> 3991           Valais        Apartment    eg     2016-2024
#> 3992           Valais        Apartment noteg     2016-2024
#> 3993           Valais        Apartment noteg     1971-1980
#> 3994           Valais            Villa           2016-2024
#> 3995           Valais            Villa           2011-2015
#> 3996           Valais           Duplex    eg     2016-2024
#> 3997           Valais            Villa           1991-2000
#> 3998           Valais            Villa           2001-2005
#> 3999           Valais            Villa           2016-2024
#> 4000           Valais        Apartment noteg     1971-1980
#> 4001           Valais        Apartment noteg     2016-2024
#> 4002           Valais        Apartment noteg     2016-2024
#> 4003           Valais           Chalet           2016-2024
#> 4004           Valais        Apartment noteg     1971-1980
#> 4005           Valais        Apartment    eg     2011-2015
#> 4006           Valais        Apartment noteg     2011-2015
#> 4007           Valais        Apartment    eg     2016-2024
#> 4008           Valais       Attic flat noteg     2016-2024
#> 4009           Valais        Apartment    eg     2016-2024
#> 4010           Valais     Single house           2016-2024
#> 4011           Valais     Single house           1946-1960
#> 4012           Valais            Villa           2016-2024
#> 4013           Valais     Single house           2016-2024
#> 4014           Valais           Duplex noteg     2001-2005
#> 4015           Valais        Apartment noteg     2016-2024
#> 4016           Valais            Villa           1946-1960
#> 4017           Valais       Attic flat noteg     2016-2024
#> 4018           Valais        Apartment noteg     2001-2005
#> 4019           Valais        Apartment    eg     2016-2024
#> 4020           Valais            Villa           2006-2010
#> 4021           Valais        Apartment    eg     2016-2024
#> 4022           Valais        Apartment noteg     2016-2024
#> 4023           Valais     Single house           2016-2024
#> 4024           Valais     Single house           2006-2010
#> 4025           Valais     Single house           1946-1960
#> 4026           Valais        Apartment    eg     2016-2024
#> 4027           Valais            Villa           2016-2024
#> 4028           Valais        Apartment    eg     2016-2024
#> 4029           Valais        Apartment    eg     2016-2024
#> 4030           Valais        Apartment    eg     2006-2010
#> 4031           Valais           Chalet           2016-2024
#> 4032           Valais       Attic flat noteg     2016-2024
#> 4033           Valais        Apartment    eg     2016-2024
#> 4034           Valais       Attic flat noteg     2016-2024
#> 4035           Valais           Chalet           1961-1970
#> 4036           Valais        Apartment noteg     2016-2024
#> 4037           Valais           Chalet           1981-1990
#> 4038           Valais       Attic flat noteg     2016-2024
#> 4039           Valais           Chalet           2011-2015
#> 4040           Valais       Attic flat noteg     2016-2024
#> 4041           Valais     Single house           2001-2005
#> 4042           Valais        Apartment noteg     2016-2024
#> 4043           Valais        Apartment noteg     1981-1990
#> 4044           Valais        Apartment noteg     2016-2024
#> 4045           Valais        Apartment noteg     2016-2024
#> 4046           Valais           Chalet           1981-1990
#> 4047           Valais       Attic flat noteg     2016-2024
#> 4048           Valais        Apartment    eg     2016-2024
#> 4049           Valais        Apartment    eg     2016-2024
#> 4050           Valais           Chalet           2016-2024
#> 4051           Valais        Apartment noteg     2016-2024
#> 4052           Valais       Attic flat noteg     2016-2024
#> 4053           Valais           Chalet           1961-1970
#> 4054           Valais           Chalet           2016-2024
#> 4055           Valais        Apartment noteg     2016-2024
#> 4056           Valais        Apartment noteg     2016-2024
#> 4057           Valais           Chalet           1971-1980
#> 4058           Valais        Apartment noteg     2016-2024
#> 4059           Valais        Apartment noteg     2016-2024
#> 4060           Valais        Apartment    eg     2011-2015
#> 4061           Valais       Attic flat noteg     2016-2024
#> 4062           Valais        Apartment    eg     2016-2024
#> 4063           Valais           Chalet           2016-2024
#> 4064           Valais        Apartment noteg     2016-2024
#> 4065           Valais       Attic flat noteg     2016-2024
#> 4066           Valais       Attic flat noteg     2016-2024
#> 4067           Valais        Apartment    eg     2016-2024
#> 4068           Valais        Apartment noteg     2016-2024
#> 4069           Valais        Apartment noteg     2016-2024
#> 4070           Valais        Apartment noteg     2016-2024
#> 4071           Valais        Apartment    eg     2016-2024
#> 4072           Valais        Apartment noteg     2016-2024
#> 4073           Valais        Apartment noteg     2016-2024
#> 4074           Valais        Apartment noteg     2016-2024
#> 4075           Valais       Attic flat noteg     2016-2024
#> 4076           Valais        Apartment noteg     2006-2010
#> 4077           Valais            Villa           2016-2024
#> 4078           Valais       Attic flat noteg     2016-2024
#> 4079           Valais     Single house              0-1919
#> 4080           Valais           Chalet           1971-1980
#> 4081           Valais        Apartment noteg     2006-2010
#> 4082           Valais        Apartment    eg     2016-2024
#> 4083           Valais        Apartment noteg     2011-2015
#> 4084           Valais     Single house           2016-2024
#> 4085           Valais        Apartment    eg     2016-2024
#> 4086           Valais        Apartment noteg     2006-2010
#> 4087           Valais     Single house           2016-2024
#> 4088           Valais        Apartment noteg     2016-2024
#> 4089           Valais        Apartment noteg     2006-2010
#> 4090           Valais     Single house           1981-1990
#> 4091           Valais Bifamiliar house           2016-2024
#> 4092           Valais       Attic flat noteg     2011-2015
#> 4093           Valais            Villa           2011-2015
#> 4094           Valais Bifamiliar house           2016-2024
#> 4095           Valais        Apartment    eg     2016-2024
#> 4096           Valais        Apartment noteg     2011-2015
#> 4097           Valais Bifamiliar house           2016-2024
#> 4098           Valais Bifamiliar house           2016-2024
#> 4099           Valais            Villa           1981-1990
#> 4100           Valais           Duplex noteg     1981-1990
#> 4101           Valais Bifamiliar house           2016-2024
#> 4102           Valais     Single house           2006-2010
#> 4103           Valais Bifamiliar house           2016-2024
#> 4104           Valais        Apartment noteg     2016-2024
#> 4105           Valais        Apartment    eg     2016-2024
#> 4106           Valais        Apartment    eg     2016-2024
#> 4107           Valais Bifamiliar house           2016-2024
#> 4108           Valais Bifamiliar house           2016-2024
#> 4109           Valais        Apartment noteg     1981-1990
#> 4110           Valais Bifamiliar house           2016-2024
#> 4111           Valais     Single house           1981-1990
#> 4112           Valais        Apartment noteg     2011-2015
#> 4113           Valais        Apartment noteg     2011-2015
#> 4114           Valais Bifamiliar house           2016-2024
#> 4115           Valais     Single house           2016-2024
#> 4116           Valais        Apartment noteg     2016-2024
#> 4117           Valais     Single house           1971-1980
#> 4118           Valais     Single house           1991-2000
#> 4119           Valais     Single house           2016-2024
#> 4120           Valais     Single house           1971-1980
#> 4121           Valais           Chalet           1981-1990
#> 4122           Valais           Chalet           2011-2015
#> 4123           Valais           Chalet           1946-1960
#> 4124           Valais           Chalet           1981-1990
#> 4125           Valais        Apartment noteg     2016-2024
#> 4126           Valais        Apartment noteg     1981-1990
#> 4127           Valais        Apartment    eg     2016-2024
#> 4128           Valais        Apartment noteg     2016-2024
#> 4129           Valais     Single house           2011-2015
#> 4130           Valais        Apartment noteg     2011-2015
#> 4131           Valais        Apartment noteg     2006-2010
#> 4132           Valais        Apartment noteg     2006-2010
#> 4133           Valais        Apartment noteg     2016-2024
#> 4134           Valais        Apartment    eg     1971-1980
#> 4135           Valais        Apartment noteg     1971-1980
#> 4136           Valais     Single house           2001-2005
#> 4137           Valais        Apartment noteg     2016-2024
#> 4138           Valais        Apartment noteg     1961-1970
#> 4139           Valais           Duplex noteg     1971-1980
#> 4140           Valais     Single house              0-1919
#> 4141           Valais        Apartment noteg     2016-2024
#> 4142           Valais           Duplex noteg     2011-2015
#> 4143           Valais           Duplex noteg     1971-1980
#> 4144           Valais        Apartment noteg     2016-2024
#> 4145           Valais           Duplex    eg     1961-1970
#> 4146           Valais        Apartment noteg     1971-1980
#> 4147           Valais        Apartment noteg     2016-2024
#> 4148           Valais        Apartment noteg     2016-2024
#> 4149           Valais        Apartment    eg     2016-2024
#> 4150           Valais           Duplex noteg     2016-2024
#> 4151           Valais        Apartment noteg     2016-2024
#> 4152           Valais        Apartment noteg     2016-2024
#> 4153           Valais        Apartment noteg     2016-2024
#> 4154           Valais        Apartment    eg     2016-2024
#> 4155           Valais        Apartment noteg     1981-1990
#> 4156           Valais        Apartment noteg     1946-1960
#> 4157           Valais        Apartment noteg     2016-2024
#> 4158           Valais       Attic flat noteg     2006-2010
#> 4159           Valais           Duplex noteg     2016-2024
#> 4160           Valais        Apartment noteg     1961-1970
#> 4161           Valais           Duplex noteg     2016-2024
#> 4162           Valais        Apartment    eg     2016-2024
#> 4163           Valais        Apartment noteg     2016-2024
#> 4164           Valais        Apartment noteg     2016-2024
#> 4165           Valais           Duplex noteg     2016-2024
#> 4166           Valais        Apartment noteg     2016-2024
#> 4167           Valais        Apartment    eg     2016-2024
#> 4168           Valais        Apartment noteg     2016-2024
#> 4169           Valais        Apartment noteg     2016-2024
#> 4170           Valais        Apartment noteg     2016-2024
#> 4171           Valais        Apartment    eg     2016-2024
#> 4172           Valais        Apartment noteg     2016-2024
#> 4173           Valais        Apartment noteg     1971-1980
#> 4174           Valais        Apartment    eg     2016-2024
#> 4175           Valais        Apartment noteg     2016-2024
#> 4176           Valais        Apartment noteg     2016-2024
#> 4177           Valais     Terrace flat    eg     2016-2024
#> 4178           Valais     Terrace flat noteg     2016-2024
#> 4179           Valais        Apartment    eg     2011-2015
#> 4180           Valais            Villa           2016-2024
#> 4181           Valais        Apartment    eg     2016-2024
#> 4182           Valais     Single house           1971-1980
#> 4183           Valais            Villa           1981-1990
#> 4184           Valais     Single house              0-1919
#> 4185           Valais        Apartment    eg     1971-1980
#> 4186           Valais        Apartment    eg     2016-2024
#> 4187           Valais        Apartment    eg     2016-2024
#> 4188           Valais     Single house           1919-1945
#> 4189           Valais        Apartment noteg     2016-2024
#> 4190           Valais        Apartment noteg     2006-2010
#> 4191           Valais     Terrace flat    eg     2016-2024
#> 4192           Valais        Apartment    eg     1961-1970
#> 4193           Valais        Apartment noteg     1971-1980
#> 4194           Valais        Apartment    eg     2016-2024
#> 4195           Valais        Apartment noteg     1946-1960
#> 4196           Valais        Apartment    eg     2016-2024
#> 4197           Valais        Apartment noteg     2016-2024
#> 4198           Valais     Single house           1946-1960
#> 4199           Valais           Duplex    eg     2016-2024
#> 4200           Valais        Apartment noteg     1961-1970
#> 4201           Valais        Apartment    eg     2016-2024
#> 4202           Valais        Apartment    eg     1971-1980
#> 4203           Valais        Apartment noteg     2011-2015
#> 4204           Valais        Apartment    eg     2016-2024
#> 4205           Valais        Apartment noteg     1981-1990
#> 4206           Valais        Apartment noteg     1971-1980
#> 4207           Valais        Apartment noteg     2016-2024
#> 4208           Valais        Apartment    eg     2016-2024
#> 4209           Valais        Apartment    eg     2016-2024
#> 4210           Valais        Apartment    eg     2016-2024
#> 4211           Valais        Apartment    eg     2016-2024
#> 4212           Valais        Apartment    eg     2016-2024
#> 4213           Valais        Apartment noteg     1981-1990
#> 4214           Valais        Apartment    eg     2016-2024
#> 4215           Valais     Single house           1946-1960
#> 4216           Valais     Terrace flat    eg     2016-2024
#> 4217           Valais           Chalet           1971-1980
#> 4218           Valais           Chalet           2001-2005
#> 4219           Valais     Single house           1971-1980
#> 4220           Valais           Chalet              0-1919
#> 4221           Valais           Chalet           1961-1970
#> 4222           Valais        Apartment noteg        0-1919
#> 4223           Valais        Apartment noteg     2011-2015
#> 4224           Valais            Villa           2016-2024
#> 4225           Valais        Apartment noteg     2006-2010
#> 4226           Valais       Attic flat noteg     2006-2010
#> 4227           Valais        Apartment noteg     2006-2010
#> 4228           Valais       Attic flat noteg     1981-1990
#> 4229           Valais            Villa           2001-2005
#> 4230           Valais Bifamiliar house           2016-2024
#> 4231           Valais        Apartment noteg     1971-1980
#> 4232           Valais        Apartment noteg     2016-2024
#> 4233           Valais            Villa           2016-2024
#> 4234           Valais        Apartment    eg     2011-2015
#> 4235           Valais        Apartment    eg     2016-2024
#> 4236           Valais     Single house           2016-2024
#> 4237           Valais     Single house           2006-2010
#> 4238           Valais            Villa           2016-2024
#> 4239           Valais        Apartment    eg     2006-2010
#> 4240           Valais        Apartment    eg     2016-2024
#> 4241           Valais            Villa           2011-2015
#> 4242           Valais        Apartment noteg     2016-2024
#> 4243           Valais     Single house           1961-1970
#> 4244           Valais        Apartment noteg     2016-2024
#> 4245           Valais            Villa           1981-1990
#> 4246           Valais        Apartment noteg     2016-2024
#> 4247           Valais        Apartment noteg     2016-2024
#> 4248           Valais            Villa           2016-2024
#> 4249           Valais            Villa           1981-1990
#> 4250           Valais            Villa           1946-1960
#> 4251           Valais            Villa           1991-2000
#> 4252           Valais Bifamiliar house           2016-2024
#> 4253           Valais        Apartment noteg     1981-1990
#> 4254           Valais            Villa           2016-2024
#> 4255           Valais        Apartment noteg     2016-2024
#> 4256           Valais     Single house           2016-2024
#> 4257           Valais        Apartment    eg     2016-2024
#> 4258           Valais        Apartment noteg     2016-2024
#> 4259           Valais     Single house           2016-2024
#> 4260           Valais Bifamiliar house           2016-2024
#> 4261           Valais       Attic flat noteg     2016-2024
#> 4262           Valais Bifamiliar house           2016-2024
#> 4263           Valais     Single house           2016-2024
#> 4264           Valais        Apartment noteg     2016-2024
#> 4265           Valais     Single house           2016-2024
#> 4266           Valais       Attic flat noteg     2016-2024
#> 4267           Valais Bifamiliar house           2016-2024
#> 4268           Valais     Single house           2016-2024
#> 4269           Valais            Villa           1961-1970
#> 4270           Valais        Apartment noteg     2016-2024
#> 4271           Valais        Apartment    eg     2006-2010
#> 4272           Valais Bifamiliar house           2016-2024
#> 4273           Valais     Single house           2016-2024
#> 4274           Valais        Apartment noteg     2016-2024
#> 4275           Valais            Villa           2001-2005
#> 4276           Valais       Attic flat noteg     2016-2024
#> 4277           Valais     Single house           2016-2024
#> 4278           Valais            Villa           2006-2010
#> 4279           Valais     Single house           2016-2024
#> 4280           Valais        Apartment noteg     2016-2024
#> 4281           Valais        Apartment noteg     1981-1990
#> 4282           Valais        Apartment    eg     2016-2024
#> 4283           Valais Bifamiliar house           2016-2024
#> 4284           Valais            Villa           2016-2024
#> 4285           Valais Bifamiliar house           2016-2024
#> 4286           Valais        Apartment noteg     2016-2024
#> 4287           Valais            Villa           2011-2015
#> 4288           Valais Bifamiliar house           2016-2024
#> 4289           Valais            Villa           1961-1970
#> 4290           Valais            Villa           2011-2015
#> 4291           Valais        Apartment    eg     2016-2024
#> 4292           Valais     Single house           1961-1970
#> 4293           Valais        Apartment noteg     2016-2024
#> 4294           Valais        Apartment noteg     2016-2024
#> 4295           Valais        Apartment noteg     2016-2024
#> 4296           Valais        Apartment noteg     2016-2024
#> 4297           Valais            Villa           1991-2000
#> 4298           Valais        Apartment    eg     2016-2024
#> 4299           Valais        Apartment    eg     2011-2015
#> 4300           Valais     Single house           1981-1990
#> 4301           Valais     Single house           1981-1990
#> 4302           Valais           Chalet           1919-1945
#> 4303           Valais           Chalet           1981-1990
#> 4304           Valais     Single house           1961-1970
#> 4305           Valais     Single house           1971-1980
#> 4306           Valais        Apartment noteg     2016-2024
#> 4307           Valais     Single house              0-1919
#> 4308           Valais     Single house              0-1919
#> 4309           Valais        Apartment noteg     2016-2024
#> 4310           Valais     Single house           2006-2010
#> 4311           Valais           Chalet              0-1919
#> 4312           Valais           Chalet           2006-2010
#> 4313           Valais        Apartment noteg     2016-2024
#> 4314           Valais        Apartment noteg     2016-2024
#> 4315           Valais           Chalet           1991-2000
#> 4316           Valais     Single house              0-1919
#> 4317           Valais     Single house              0-1919
#> 4318           Valais        Apartment    eg     2016-2024
#> 4319           Valais            Villa           1961-1970
#> 4320           Valais       Attic flat noteg     2016-2024
#> 4321           Valais           Chalet           1919-1945
#> 4322           Valais        Apartment noteg     2016-2024
#> 4323           Valais        Apartment noteg     2016-2024
#> 4324           Valais     Single house              0-1919
#> 4325           Valais            Villa           1961-1970
#> 4326           Valais     Single house              0-1919
#> 4327           Valais     Single house           1961-1970
#> 4328           Valais        Apartment noteg     1961-1970
#> 4329           Valais        Apartment noteg     2016-2024
#> 4330           Valais        Apartment noteg     1961-1970
#> 4331           Valais        Apartment noteg     1991-2000
#> 4332           Valais        Apartment    eg     1971-1980
#> 4333           Valais        Apartment noteg     1991-2000
#> 4334           Valais        Apartment noteg        0-1919
#> 4335           Valais        Apartment noteg     1981-1990
#> 4336           Valais           Duplex noteg        0-1919
#> 4337           Valais            Villa           2006-2010
#> 4338           Valais            Villa           1946-1960
#> 4339           Valais Bifamiliar house           1981-1990
#> 4340           Valais        Apartment noteg        0-1919
#> 4341           Valais            Villa           1946-1960
#> 4342           Valais     Single house              0-1919
#> 4343           Valais     Single house           1981-1990
#> 4344           Valais     Single house           1919-1945
#> 4345           Valais     Single house           1946-1960
#> 4346           Valais        Apartment noteg     1981-1990
#> 4347           Valais     Single house              0-1919
#> 4348           Valais           Duplex noteg     1981-1990
#> 4349           Valais     Single house           1981-1990
#> 4350           Valais     Single house              0-1919
#> 4351           Valais            Villa           2006-2010
#> 4352           Valais       Attic flat noteg     1981-1990
#> 4353           Valais        Apartment noteg        0-1919
#> 4354           Valais        Apartment noteg     1971-1980
#> 4355           Valais        Apartment    eg     2011-2015
#> 4356           Valais        Apartment    eg     1919-1945
#> 4357           Valais        Apartment noteg     1981-1990
#> 4358           Valais        Apartment noteg        0-1919
#> 4359           Valais       Attic flat noteg     1971-1980
#> 4360           Valais        Roof flat noteg     1971-1980
#> 4361           Valais        Apartment noteg        0-1919
#> 4362           Valais        Apartment noteg     1971-1980
#> 4363           Valais        Apartment    eg     2016-2024
#> 4364           Valais            Villa           1991-2000
#> 4365           Valais            Villa           2016-2024
#> 4366           Valais Bifamiliar house           2016-2024
#> 4367           Valais Bifamiliar house           2016-2024
#> 4368           Valais     Single house           2016-2024
#> 4369           Valais     Single house           2011-2015
#> 4370           Valais     Single house           2016-2024
#> 4371           Valais     Single house           2016-2024
#> 4372           Valais        Apartment    eg     2016-2024
#> 4373           Valais            Villa           2016-2024
#> 4374           Valais     Single house           2016-2024
#> 4375           Valais Bifamiliar house           2016-2024
#> 4376           Valais        Apartment    eg     2016-2024
#> 4377           Valais Bifamiliar house           2016-2024
#> 4378           Valais Bifamiliar house           2016-2024
#> 4379           Valais Bifamiliar house           2016-2024
#> 4380           Valais     Single house           2016-2024
#> 4381           Valais            Villa           2016-2024
#> 4382           Valais     Single house           1991-2000
#> 4383           Valais        Apartment    eg     2016-2024
#> 4384           Valais           Chalet           2016-2024
#> 4385           Valais           Chalet           2016-2024
#> 4386           Valais     Single house           1981-1990
#> 4387           Valais        Apartment noteg     2011-2015
#> 4388           Valais     Single house           1946-1960
#> 4389           Valais     Single house           1971-1980
#> 4390           Valais     Single house           1946-1960
#> 4391           Valais       Attic flat noteg     2016-2024
#> 4392           Valais       Attic flat noteg     2016-2024
#> 4393           Valais            Villa           2011-2015
#> 4394           Valais        Apartment    eg     2016-2024
#> 4395           Valais        Apartment    eg     2016-2024
#> 4396           Valais        Apartment    eg     2016-2024
#> 4397           Valais        Apartment    eg     2016-2024
#> 4398           Valais        Apartment noteg        0-1919
#> 4399           Valais        Apartment noteg     2016-2024
#> 4400           Valais        Apartment noteg     2016-2024
#> 4401           Valais        Apartment    eg     2016-2024
#> 4402           Valais        Apartment noteg     1971-1980
#> 4403           Valais           Chalet              0-1919
#> 4404           Valais           Chalet              0-1919
#> 4405           Valais           Chalet              0-1919
#> 4406           Valais        Apartment    eg     2016-2024
#> 4407           Valais     Terrace flat noteg     2016-2024
#> 4408           Valais        Apartment noteg     2016-2024
#> 4409           Valais        Apartment noteg     1961-1970
#> 4410           Valais        Apartment    eg     2006-2010
#> 4411           Valais        Apartment noteg     2016-2024
#> 4412           Valais        Apartment    eg     2016-2024
#> 4413           Valais        Apartment noteg     2016-2024
#> 4414           Valais        Apartment noteg     1919-1945
#> 4415           Valais        Apartment noteg     1961-1970
#> 4416           Valais       Attic flat noteg     2016-2024
#> 4417           Valais           Duplex noteg     1981-1990
#> 4418           Valais        Apartment noteg     1961-1970
#> 4419           Valais        Apartment    eg     2016-2024
#> 4420           Valais       Attic flat noteg     2011-2015
#> 4421           Valais        Apartment noteg     1961-1970
#> 4422           Valais        Apartment noteg     2006-2010
#> 4423           Valais       Attic flat noteg     2016-2024
#> 4424           Valais        Apartment noteg     2016-2024
#> 4425           Valais        Apartment noteg     2016-2024
#> 4426           Valais        Apartment noteg     2011-2015
#> 4427           Valais            Villa           1981-1990
#> 4428           Valais       Attic flat noteg     2016-2024
#> 4429           Valais        Apartment noteg     2016-2024
#> 4430           Valais       Attic flat noteg     2001-2005
#> 4431           Valais        Apartment noteg     2016-2024
#> 4432           Valais        Apartment noteg     1981-1990
#> 4433           Valais        Apartment noteg     2016-2024
#> 4434           Valais        Apartment noteg     2016-2024
#> 4435           Valais        Apartment noteg     2016-2024
#> 4436           Valais            Villa           2016-2024
#> 4437           Valais           Duplex noteg     1961-1970
#> 4438           Valais        Apartment    eg     2016-2024
#> 4439           Valais        Apartment noteg     2016-2024
#> 4440           Valais       Attic flat noteg     2016-2024
#> 4441           Valais        Apartment noteg     2016-2024
#> 4442           Valais        Apartment noteg     1961-1970
#> 4443           Valais        Apartment    eg     2016-2024
#> 4444           Valais        Apartment noteg     2016-2024
#> 4445           Valais        Apartment noteg     1981-1990
#> 4446           Valais            Villa           1981-1990
#> 4447           Valais        Apartment noteg     1981-1990
#> 4448           Valais        Apartment noteg     2016-2024
#> 4449           Valais       Attic flat noteg     1981-1990
#> 4450           Valais        Apartment noteg     2016-2024
#> 4451           Valais        Apartment noteg     2016-2024
#> 4452           Valais        Apartment noteg     1981-1990
#> 4453           Valais       Attic flat noteg     1981-1990
#> 4454           Valais       Attic flat noteg     1981-1990
#> 4455           Valais           Duplex noteg     1961-1970
#> 4456           Valais        Apartment noteg     1971-1980
#> 4457           Valais        Apartment noteg     2006-2010
#> 4458           Valais        Apartment noteg     2016-2024
#> 4459           Valais        Apartment noteg     2016-2024
#> 4460           Valais        Apartment noteg     2016-2024
#> 4461           Valais            Villa           2016-2024
#> 4462           Valais       Attic flat noteg     2016-2024
#> 4463           Valais        Apartment noteg     2016-2024
#> 4464           Valais        Apartment noteg     1971-1980
#> 4465           Valais        Apartment noteg     2016-2024
#> 4466           Valais        Apartment noteg     1961-1970
#> 4467           Valais       Attic flat noteg     2016-2024
#> 4468           Valais        Apartment noteg     2016-2024
#> 4469           Valais        Apartment noteg     1971-1980
#> 4470           Valais        Apartment noteg     2011-2015
#> 4471           Valais        Apartment noteg     1919-1945
#> 4472           Valais        Apartment    eg     2016-2024
#> 4473           Valais        Apartment noteg     1981-1990
#> 4474           Valais       Attic flat noteg     1981-1990
#> 4475           Valais        Apartment    eg     2016-2024
#> 4476           Valais     Single house           1981-1990
#> 4477           Valais        Apartment noteg     2011-2015
#> 4478           Valais       Attic flat noteg     2011-2015
#> 4479           Valais        Apartment noteg     1991-2000
#> 4480           Valais        Apartment    eg     2016-2024
#> 4481           Valais        Apartment noteg     2016-2024
#> 4482           Valais        Apartment noteg     2006-2010
#> 4483           Valais        Apartment noteg     2006-2010
#> 4484           Valais        Apartment noteg     1946-1960
#> 4485           Valais        Apartment noteg     2016-2024
#> 4486           Valais       Attic flat noteg     2011-2015
#> 4487           Valais        Apartment noteg     1961-1970
#> 4488           Valais     Single house           1981-1990
#> 4489           Valais       Attic flat noteg     1981-1990
#> 4490           Valais       Attic flat noteg     2016-2024
#> 4491           Valais        Apartment noteg     1971-1980
#> 4492           Valais           Duplex noteg     2011-2015
#> 4493           Valais        Apartment noteg     2016-2024
#> 4494           Valais        Apartment noteg        0-1919
#> 4495           Valais        Apartment noteg     1981-1990
#> 4496           Valais        Apartment noteg     2006-2010
#> 4497           Valais        Apartment noteg     2016-2024
#> 4498           Valais       Attic flat noteg     2016-2024
#> 4499           Valais        Apartment    eg     1981-1990
#> 4500           Valais        Apartment noteg     2016-2024
#> 4501           Valais        Apartment    eg     2016-2024
#> 4502           Valais        Apartment noteg     2011-2015
#> 4503           Valais        Apartment noteg     2016-2024
#> 4504           Valais        Apartment noteg     2016-2024
#> 4505           Valais        Apartment noteg     2016-2024
#> 4506           Valais        Apartment noteg     1946-1960
#> 4507           Valais        Apartment noteg     1971-1980
#> 4508           Valais       Attic flat noteg     1981-1990
#> 4509           Valais        Apartment    eg     2016-2024
#> 4510           Valais        Apartment noteg     1981-1990
#> 4511           Valais        Apartment noteg     2016-2024
#> 4512           Valais        Apartment noteg     2016-2024
#> 4513           Valais        Apartment noteg     2016-2024
#> 4514           Valais       Attic flat noteg     2016-2024
#> 4515           Valais       Attic flat noteg     2016-2024
#> 4516           Valais        Apartment noteg     1961-1970
#> 4517           Valais     Single house           1971-1980
#> 4518           Valais        Apartment noteg     2016-2024
#> 4519           Valais        Apartment noteg     2001-2005
#> 4520           Valais        Apartment noteg     2016-2024
#> 4521           Valais        Apartment noteg     2016-2024
#> 4522           Valais        Apartment noteg     1981-1990
#> 4523           Valais        Apartment noteg     1971-1980
#> 4524           Valais        Apartment noteg     2011-2015
#> 4525           Valais        Apartment noteg     2011-2015
#> 4526           Valais        Apartment    eg     2016-2024
#> 4527           Valais       Attic flat noteg     2006-2010
#> 4528           Valais        Apartment noteg     1961-1970
#> 4529           Valais        Apartment noteg     1981-1990
#> 4530           Valais        Apartment noteg     1971-1980
#> 4531           Valais        Apartment noteg     2011-2015
#> 4532           Valais        Apartment    eg     1981-1990
#> 4533           Valais           Duplex noteg     1971-1980
#> 4534           Valais        Apartment noteg     2016-2024
#> 4535           Valais        Apartment    eg     1981-1990
#> 4536           Valais        Apartment noteg     1971-1980
#> 4537           Valais        Apartment noteg     1981-1990
#> 4538           Valais        Apartment noteg     1961-1970
#> 4539           Valais        Apartment noteg     2011-2015
#> 4540           Valais        Apartment noteg     1961-1970
#> 4541           Valais        Apartment noteg     2016-2024
#> 4542           Valais        Apartment noteg     2016-2024
#> 4543           Valais        Apartment noteg     1981-1990
#> 4544           Valais        Apartment noteg     2016-2024
#> 4545           Valais       Attic flat noteg     2016-2024
#> 4546           Valais       Attic flat noteg     2016-2024
#> 4547           Valais        Apartment noteg     2001-2005
#> 4548           Valais        Apartment noteg        0-1919
#> 4549           Valais        Apartment noteg     1971-1980
#> 4550           Valais            Villa           2016-2024
#> 4551           Valais        Apartment noteg     2016-2024
#> 4552           Valais            Villa           1971-1980
#> 4553           Valais            Villa           2016-2024
#> 4554           Valais     Single house           2011-2015
#> 4555           Valais            Villa           2016-2024
#> 4556           Valais     Single house              0-1919
#> 4557           Valais     Single house           1971-1980
#> 4558           Valais            Villa           2016-2024
#> 4559           Valais           Duplex noteg     2016-2024
#> 4560           Valais        Apartment noteg     2016-2024
#> 4561           Valais        Apartment noteg     2016-2024
#> 4562           Valais           Chalet           2011-2015
#> 4563           Valais           Duplex noteg     2016-2024
#> 4564           Valais       Attic flat noteg     2016-2024
#> 4565           Valais     Terrace flat    eg     2016-2024
#> 4566           Valais           Duplex noteg     2016-2024
#> 4567           Valais     Single house           2016-2024
#> 4568           Valais           Chalet           1991-2000
#> 4569           Valais            Villa           2016-2024
#> 4570           Valais            Villa           2016-2024
#> 4571           Valais        Apartment noteg     2011-2015
#> 4572           Valais           Chalet           1991-2000
#> 4573           Valais     Single house           1981-1990
#> 4574           Valais     Single house           1919-1945
#> 4575           Valais            Villa           2016-2024
#> 4576           Valais            Villa           1991-2000
#> 4577           Valais        Apartment    eg     2016-2024
#> 4578           Valais           Chalet           2011-2015
#> 4579           Valais     Single house           2016-2024
#> 4580           Valais     Single house           1971-1980
#> 4581           Valais            Villa           2016-2024
#> 4582           Valais        Apartment noteg     2016-2024
#> 4583           Valais        Apartment noteg     2016-2024
#> 4584           Valais        Apartment    eg     2016-2024
#> 4585           Valais        Apartment noteg     2016-2024
#> 4586           Valais       Attic flat noteg     2016-2024
#> 4587           Valais       Attic flat noteg     1971-1980
#> 4588           Valais            Villa           2016-2024
#> 4589           Valais        Apartment noteg     2016-2024
#> 4590           Valais Bifamiliar house           2016-2024
#> 4591           Valais           Chalet           2006-2010
#> 4592           Valais     Single house           1961-1970
#> 4593           Valais            Villa           2016-2024
#> 4594           Valais     Single house           2006-2010
#> 4595           Valais        Apartment    eg     2016-2024
#> 4596           Valais     Single house           1971-1980
#> 4597           Valais        Apartment noteg     2016-2024
#> 4598           Valais        Apartment noteg     2016-2024
#> 4599           Valais           Chalet           1981-1990
#> 4600           Valais        Apartment noteg     2016-2024
#> 4601           Valais        Apartment noteg     2016-2024
#> 4602           Valais     Single house           1961-1970
#> 4603           Valais           Chalet           1961-1970
#> 4604           Valais        Apartment    eg     2016-2024
#> 4605           Valais        Apartment    eg     2016-2024
#> 4606           Valais        Apartment noteg     1971-1980
#> 4607           Valais        Apartment    eg     2016-2024
#> 4608           Valais        Apartment    eg     1971-1980
#> 4609           Valais        Apartment noteg     2016-2024
#> 4610           Valais       Attic flat noteg     2016-2024
#> 4611           Valais     Single house           1971-1980
#> 4612           Valais        Apartment    eg     2016-2024
#> 4613           Valais        Apartment noteg     2016-2024
#> 4614           Valais            Villa           2016-2024
#> 4615           Valais        Apartment    eg     2016-2024
#> 4616           Valais       Attic flat noteg     2016-2024
#> 4617           Valais       Attic flat noteg     2016-2024
#> 4618           Valais        Apartment    eg     2016-2024
#> 4619           Valais        Apartment    eg     2016-2024
#> 4620           Valais        Apartment noteg     1971-1980
#> 4621           Valais            Villa           2016-2024
#> 4622           Valais        Apartment noteg     2016-2024
#> 4623           Valais       Attic flat noteg     2016-2024
#> 4624           Valais        Apartment    eg     2016-2024
#> 4625           Valais     Single house           1919-1945
#> 4626           Valais        Apartment    eg     2016-2024
#> 4627           Valais     Single house           1919-1945
#> 4628           Valais        Apartment    eg     2016-2024
#> 4629           Valais           Duplex    eg     1971-1980
#> 4630           Valais        Apartment    eg     2016-2024
#> 4631           Valais            Villa           1981-1990
#> 4632           Valais        Apartment noteg     2016-2024
#> 4633           Valais        Apartment    eg     2016-2024
#> 4634           Valais        Apartment    eg     1971-1980
#> 4635           Valais        Apartment noteg     2011-2015
#> 4636           Valais        Apartment noteg     2016-2024
#> 4637           Valais        Apartment noteg     2016-2024
#> 4638           Valais        Apartment noteg     2016-2024
#> 4639           Valais        Apartment noteg     2016-2024
#> 4640           Valais        Apartment noteg     1971-1980
#> 4641           Valais     Single house              0-1919
#> 4642           Valais        Apartment    eg     2016-2024
#> 4643           Valais        Apartment noteg     2016-2024
#> 4644           Valais        Apartment noteg     2016-2024
#> 4645           Valais        Apartment noteg     2016-2024
#> 4646           Valais        Apartment    eg     2016-2024
#> 4647           Valais     Single house           2016-2024
#> 4648           Valais       Attic flat noteg     2016-2024
#> 4649           Valais        Apartment noteg     2016-2024
#> 4650           Valais        Apartment    eg     2016-2024
#> 4651           Valais        Apartment noteg     2016-2024
#> 4652           Valais        Apartment    eg     2016-2024
#> 4653           Valais        Apartment noteg     2016-2024
#> 4654           Valais        Apartment    eg     2016-2024
#> 4655           Valais        Apartment    eg     2016-2024
#> 4656           Valais        Apartment noteg     2016-2024
#> 4657           Valais        Apartment    eg     2016-2024
#> 4658           Valais        Apartment noteg     2016-2024
#> 4659           Valais        Apartment noteg     1971-1980
#> 4660           Valais        Apartment    eg     2016-2024
#> 4661           Valais       Attic flat noteg     2016-2024
#> 4662           Valais        Apartment noteg     2016-2024
#> 4663           Valais            Villa           2006-2010
#> 4664           Valais        Apartment noteg     2016-2024
#> 4665           Valais        Apartment noteg     2016-2024
#> 4666           Valais Bifamiliar house           2016-2024
#> 4667           Valais        Apartment noteg     2016-2024
#> 4668           Valais     Single house           1919-1945
#> 4669           Valais        Apartment    eg     2016-2024
#> 4670           Valais        Apartment    eg     2016-2024
#> 4671           Valais        Apartment    eg     2016-2024
#> 4672           Valais       Attic flat noteg     2016-2024
#> 4673           Valais        Apartment    eg     2016-2024
#> 4674           Valais        Apartment noteg     2016-2024
#> 4675           Valais            Villa           2016-2024
#> 4676           Valais       Attic flat noteg     2016-2024
#> 4677           Valais        Apartment    eg     2016-2024
#> 4678           Valais            Villa           1981-1990
#> 4679           Valais        Apartment    eg     2016-2024
#> 4680           Valais        Apartment noteg     2016-2024
#> 4681           Valais        Apartment noteg     2016-2024
#> 4682           Valais        Apartment noteg     2016-2024
#> 4683           Valais        Apartment noteg     2016-2024
#> 4684           Valais     Single house           2001-2005
#> 4685           Valais        Apartment noteg     2016-2024
#> 4686           Valais     Single house           1961-1970
#> 4687           Valais        Apartment    eg     2016-2024
#> 4688           Valais            Villa           2016-2024
#> 4689           Valais        Apartment noteg     2016-2024
#> 4690           Valais        Apartment    eg     2016-2024
#> 4691           Valais       Attic flat noteg     2016-2024
#> 4692           Valais       Attic flat noteg     2016-2024
#> 4693           Valais        Apartment noteg     2016-2024
#> 4694           Valais        Apartment noteg     2016-2024
#> 4695           Valais       Attic flat noteg     2016-2024
#> 4696           Valais        Apartment    eg     2016-2024
#> 4697           Valais        Apartment    eg     2016-2024
#> 4698           Valais        Apartment noteg     2016-2024
#> 4699           Valais           Duplex    eg     2016-2024
#> 4700           Valais       Attic flat noteg     2016-2024
#> 4701           Valais     Terrace flat    eg     2016-2024
#> 4702           Valais       Attic flat noteg     2016-2024
#> 4703           Valais        Apartment noteg     2016-2024
#> 4704           Valais        Apartment noteg     2016-2024
#> 4705           Valais        Apartment noteg     2016-2024
#> 4706           Valais       Attic flat    eg     2016-2024
#> 4707           Valais        Apartment    eg     2016-2024
#> 4708           Valais       Attic flat noteg     2016-2024
#> 4709           Valais        Apartment noteg     2016-2024
#> 4710           Valais       Attic flat noteg     2016-2024
#> 4711           Valais        Apartment noteg     2016-2024
#> 4712           Valais        Apartment noteg     2016-2024
#> 4713           Valais       Attic flat noteg     2016-2024
#> 4714           Valais            Villa           1981-1990
#> 4715           Valais        Apartment    eg     2016-2024
#> 4716           Valais        Apartment noteg     2016-2024
#> 4717           Valais        Apartment noteg     2016-2024
#> 4718           Valais        Apartment noteg     2016-2024
#> 4719           Valais        Apartment noteg     2016-2024
#> 4720           Valais        Apartment noteg     2016-2024
#> 4721           Valais        Apartment    eg     2016-2024
#> 4722           Valais        Apartment noteg     2016-2024
#> 4723           Valais        Apartment noteg     2016-2024
#> 4724           Valais        Apartment noteg     2016-2024
#> 4725           Valais        Apartment noteg     2016-2024
#> 4726           Valais        Apartment    eg     2016-2024
#> 4727           Valais        Apartment noteg     2016-2024
#> 4728           Valais        Apartment noteg     2016-2024
#> 4729           Valais        Apartment noteg     2006-2010
#> 4730           Valais        Apartment noteg     2016-2024
#> 4731           Valais        Apartment    eg     2016-2024
#> 4732           Valais     Single house           1981-1990
#> 4733           Valais       Attic flat noteg     2016-2024
#> 4734           Valais           Duplex    eg     2016-2024
#> 4735           Valais       Attic flat noteg     2016-2024
#> 4736           Valais        Apartment noteg     2016-2024
#> 4737           Valais        Apartment    eg     2016-2024
#> 4738           Valais        Apartment noteg     2016-2024
#> 4739           Valais        Apartment noteg     2016-2024
#> 4740           Valais        Apartment noteg     2016-2024
#> 4741           Valais        Apartment noteg     2016-2024
#> 4742           Valais        Apartment noteg     2016-2024
#> 4743           Valais Bifamiliar house           2016-2024
#> 4744           Valais        Apartment    eg     2016-2024
#> 4745           Valais            Villa           2016-2024
#> 4746           Valais        Apartment    eg     2016-2024
#> 4747           Valais     Single house           1981-1990
#> 4748           Valais        Apartment noteg     2016-2024
#> 4749           Valais        Apartment    eg     2016-2024
#> 4750           Valais        Apartment    eg     2016-2024
#> 4751           Valais        Apartment    eg     2016-2024
#> 4752           Valais           Chalet           2016-2024
#> 4753           Valais       Attic flat noteg     1919-1945
#> 4754           Valais        Apartment noteg     2016-2024
#> 4755           Valais        Apartment noteg     2006-2010
#> 4756           Valais        Apartment noteg     2006-2010
#> 4757           Valais        Apartment noteg     2016-2024
#> 4758           Valais        Apartment    eg     2011-2015
#> 4759           Valais     Single house           2011-2015
#> 4760           Valais            Villa           1981-1990
#> 4761           Valais     Single house           2011-2015
#> 4762           Valais       Attic flat noteg     2016-2024
#> 4763           Valais Bifamiliar house           2016-2024
#> 4764           Valais        Apartment noteg     2011-2015
#> 4765           Valais        Apartment    eg     2001-2005
#> 4766           Valais Bifamiliar house           2016-2024
#> 4767           Valais            Villa           1946-1960
#> 4768           Valais            Villa           2016-2024
#> 4769           Valais     Single house           1971-1980
#> 4770           Valais       Attic flat noteg     2011-2015
#> 4771           Valais            Villa           2016-2024
#> 4772           Valais            Villa           2016-2024
#> 4773           Valais     Single house           2006-2010
#> 4774           Valais        Apartment noteg     2011-2015
#> 4775           Valais        Apartment noteg     2006-2010
#> 4776           Valais            Villa           2016-2024
#> 4777           Valais        Apartment    eg     2016-2024
#> 4778           Valais            Villa           2016-2024
#> 4779           Valais     Single house           1981-1990
#> 4780           Valais            Villa           1981-1990
#> 4781           Valais        Apartment    eg     2011-2015
#> 4782           Valais            Villa           2016-2024
#> 4783           Valais        Apartment noteg     2016-2024
#> 4784           Valais     Single house           1981-1990
#> 4785           Valais     Terrace flat noteg     2011-2015
#> 4786           Valais     Single house           1971-1980
#> 4787           Valais        Apartment noteg     1971-1980
#> 4788           Valais        Apartment    eg     2011-2015
#> 4789           Valais     Single house           2006-2010
#> 4790           Valais           Duplex    eg     2011-2015
#> 4791           Valais            Villa           2011-2015
#> 4792           Valais     Single house           2006-2010
#> 4793           Valais           Chalet           1946-1960
#> 4794           Valais            Villa           2016-2024
#> 4795           Valais     Terrace flat    eg     2011-2015
#> 4796           Valais            Villa           2011-2015
#> 4797           Valais            Villa           2016-2024
#> 4798           Valais     Single house           1991-2000
#> 4799           Valais        Apartment noteg     2016-2024
#> 4800           Valais     Single house           1946-1960
#> 4801           Valais            Villa           2016-2024
#> 4802           Valais     Single house           2011-2015
#> 4803           Valais     Single house              0-1919
#> 4804           Valais            Villa           2011-2015
#> 4805           Valais        Apartment noteg     2016-2024
#> 4806           Valais        Apartment noteg     2016-2024
#> 4807           Valais     Single house           2011-2015
#> 4808           Valais        Apartment noteg     2016-2024
#> 4809           Valais       Attic flat noteg     2016-2024
#> 4810           Valais            Villa           1981-1990
#> 4811           Valais Bifamiliar house           2016-2024
#> 4812           Valais        Apartment noteg     2016-2024
#> 4813           Valais        Apartment    eg     2016-2024
#> 4814           Valais        Apartment noteg     2016-2024
#> 4815           Valais        Apartment    eg     1981-1990
#> 4816           Valais        Apartment    eg     2016-2024
#> 4817           Valais        Apartment noteg     2016-2024
#> 4818           Valais        Apartment    eg     2016-2024
#> 4819           Valais        Apartment noteg     2016-2024
#> 4820           Valais        Apartment    eg     2016-2024
#> 4821           Valais        Apartment noteg     2016-2024
#> 4822           Valais     Single house           1981-1990
#> 4823           Valais Bifamiliar house           2016-2024
#> 4824           Valais        Apartment    eg     2016-2024
#> 4825           Valais        Apartment    eg     2016-2024
#> 4826           Valais        Apartment noteg     2016-2024
#> 4827           Valais     Single house           1981-1990
#> 4828           Valais        Apartment    eg     1981-1990
#> 4829           Valais        Apartment noteg     2016-2024
#> 4830           Valais        Apartment    eg     2016-2024
#> 4831           Valais        Apartment noteg     2016-2024
#> 4832           Valais     Single house           1991-2000
#> 4833           Valais        Apartment    eg     2016-2024
#> 4834           Valais Bifamiliar house           2016-2024
#> 4835           Valais Bifamiliar house           2016-2024
#> 4836           Valais            Villa           2016-2024
#> 4837           Valais       Attic flat noteg     2016-2024
#> 4838           Valais        Apartment noteg     2016-2024
#> 4839           Valais     Single house           2016-2024
#> 4840           Valais     Single house           2016-2024
#> 4841           Valais     Single house           1991-2000
#> 4842           Valais        Apartment    eg     2016-2024
#> 4843           Valais            Villa           1981-1990
#> 4844           Valais        Apartment noteg     1971-1980
#> 4845           Valais       Attic flat noteg     2016-2024
#> 4846           Valais        Apartment    eg     2016-2024
#> 4847           Valais        Apartment noteg     2016-2024
#> 4848           Valais        Apartment noteg     2016-2024
#> 4849           Valais            Villa           2016-2024
#> 4850           Valais Bifamiliar house           2016-2024
#> 4851           Valais        Apartment noteg     2016-2024
#> 4852           Valais        Apartment noteg     2016-2024
#> 4853           Valais     Single house           1981-1990
#> 4854           Valais        Apartment noteg     2016-2024
#> 4855           Valais        Apartment noteg     2016-2024
#> 4856           Valais        Apartment noteg     2016-2024
#> 4857           Valais            Villa           1971-1980
#> 4858           Valais        Apartment noteg     2016-2024
#> 4859           Valais     Single house           1981-1990
#> 4860           Valais        Apartment noteg     2016-2024
#> 4861           Valais        Apartment    eg     1991-2000
#> 4862           Valais        Apartment    eg     2016-2024
#> 4863           Valais            Villa           1981-1990
#> 4864           Valais        Apartment    eg     2016-2024
#> 4865           Valais        Apartment noteg     2016-2024
#> 4866           Valais        Apartment noteg     2016-2024
#> 4867           Valais        Apartment    eg     2016-2024
#> 4868           Valais           Chalet              0-1919
#> 4869           Valais        Apartment noteg     2016-2024
#> 4870           Valais        Apartment noteg     2016-2024
#> 4871           Valais        Apartment noteg     2016-2024
#> 4872           Valais            Villa           1981-1990
#> 4873           Valais            Villa           2006-2010
#> 4874           Valais            Villa           2016-2024
#> 4875           Valais            Villa           2016-2024
#> 4876           Valais           Chalet           1971-1980
#> 4877           Valais           Chalet           1981-1990
#> 4878           Valais     Single house           1946-1960
#> 4879           Valais        Apartment    eg     2016-2024
#> 4880           Valais            Villa           2016-2024
#> 4881           Valais            Villa           1981-1990
#> 4882           Valais        Apartment    eg     2016-2024
#> 4883           Valais        Apartment noteg     2016-2024
#> 4884           Valais        Apartment noteg     2016-2024
#> 4885           Valais        Apartment noteg     2016-2024
#> 4886           Valais        Apartment noteg     2016-2024
#> 4887           Valais        Apartment    eg     2016-2024
#> 4888           Valais     Terrace flat    eg     2016-2024
#> 4889           Valais        Apartment noteg     2016-2024
#> 4890           Valais     Terrace flat noteg     2016-2024
#> 4891           Valais        Apartment noteg     2016-2024
#> 4892           Valais        Apartment noteg     2016-2024
#> 4893           Valais        Apartment noteg     2016-2024
#> 4894           Valais            Villa           2011-2015
#> 4895           Valais     Single house           1961-1970
#> 4896           Valais     Terrace flat    eg     2016-2024
#> 4897           Valais        Apartment noteg     2016-2024
#> 4898           Valais        Apartment noteg     2016-2024
#> 4899           Valais        Apartment    eg     2016-2024
#> 4900           Valais        Apartment    eg     2016-2024
#> 4901           Valais        Apartment    eg     2016-2024
#> 4902           Valais        Apartment    eg     2016-2024
#> 4903           Valais        Apartment noteg     2016-2024
#> 4904           Valais     Single house           1971-1980
#> 4905           Valais       Attic flat noteg     2006-2010
#> 4906           Valais           Chalet           2016-2024
#> 4907           Valais        Apartment noteg     2011-2015
#> 4908           Valais            Villa           1981-1990
#> 4909           Valais        Apartment    eg     2016-2024
#> 4910           Valais        Apartment    eg     2016-2024
#> 4911           Valais        Apartment noteg     1971-1980
#> 4912           Valais           Duplex    eg     1991-2000
#> 4913           Valais        Apartment noteg     2016-2024
#> 4914           Valais        Apartment noteg     2016-2024
#> 4915           Valais        Apartment noteg     2016-2024
#> 4916           Valais        Apartment    eg     2016-2024
#> 4917           Valais           Chalet           1981-1990
#> 4918           Valais        Apartment    eg     2016-2024
#> 4919           Valais        Apartment noteg     2016-2024
#> 4920           Valais        Apartment    eg     2016-2024
#> 4921           Valais            Villa           1961-1970
#> 4922           Valais           Chalet           1961-1970
#> 4923           Valais        Apartment noteg     2016-2024
#> 4924           Valais           Chalet           1981-1990
#> 4925           Valais        Apartment    eg     1981-1990
#> 4926           Valais        Apartment    eg     2011-2015
#> 4927           Valais       Attic flat noteg     2011-2015
#> 4928           Valais            Villa           2016-2024
#> 4929           Valais        Apartment    eg     1991-2000
#> 4930           Valais     Terrace flat noteg     2016-2024
#> 4931           Valais        Apartment noteg     1961-1970
#> 4932           Valais        Apartment noteg     2016-2024
#> 4933           Valais     Single house           1946-1960
#> 4934           Valais        Apartment    eg     2016-2024
#> 4935           Valais           Chalet           1981-1990
#> 4936           Valais       Attic flat noteg     2016-2024
#> 4937           Valais        Apartment noteg     2016-2024
#> 4938           Valais            Villa           1981-1990
#> 4939           Valais            Villa           1961-1970
#> 4940           Valais        Apartment noteg     2016-2024
#> 4941           Valais        Apartment noteg     2016-2024
#> 4942           Valais        Apartment noteg     2016-2024
#> 4943           Valais     Single house           1971-1980
#> 4944           Valais        Apartment noteg     2016-2024
#> 4945           Valais        Apartment    eg     2016-2024
#> 4946           Valais       Attic flat noteg     2016-2024
#> 4947           Valais        Apartment noteg     2016-2024
#> 4948           Valais     Terrace flat noteg     2016-2024
#> 4949           Valais        Apartment noteg     2016-2024
#> 4950           Valais        Apartment noteg     2016-2024
#> 4951           Valais        Apartment noteg     2016-2024
#> 4952           Valais        Apartment noteg     2016-2024
#> 4953           Valais        Apartment    eg     2016-2024
#> 4954           Valais        Apartment noteg     2006-2010
#> 4955           Valais        Apartment    eg     2016-2024
#> 4956           Valais        Apartment    eg     2016-2024
#> 4957           Valais        Apartment noteg     1981-1990
#> 4958           Valais        Apartment    eg     2016-2024
#> 4959           Valais       Attic flat noteg     2016-2024
#> 4960           Valais        Apartment    eg     2016-2024
#> 4961           Valais            Villa           2016-2024
#> 4962           Valais        Apartment noteg     2016-2024
#> 4963           Valais        Apartment    eg     2016-2024
#> 4964           Valais        Roof flat noteg     2016-2024
#> 4965           Valais            Villa           2016-2024
#> 4966           Valais        Apartment noteg     2016-2024
#> 4967           Valais        Apartment    eg     2016-2024
#> 4968           Valais     Single house           1961-1970
#> 4969           Valais            Villa           2001-2005
#> 4970           Valais        Apartment    eg     2016-2024
#> 4971           Valais        Apartment noteg     2016-2024
#> 4972           Valais     Single house           1961-1970
#> 4973           Valais        Apartment noteg     2016-2024
#> 4974           Valais        Apartment noteg     2011-2015
#> 4975           Valais        Apartment noteg     2016-2024
#> 4976           Valais        Apartment noteg     2016-2024
#> 4977           Valais        Apartment noteg     1981-1990
#> 4978           Valais       Attic flat noteg     2016-2024
#> 4979           Valais        Apartment    eg     1991-2000
#> 4980           Valais        Apartment noteg     2016-2024
#> 4981           Valais       Attic flat noteg     2011-2015
#> 4982           Valais     Single house           1919-1945
#> 4983           Valais     Single house           2006-2010
#> 4984           Valais        Apartment noteg     2016-2024
#> 4985           Valais        Apartment noteg     2016-2024
#> 4986           Valais        Apartment    eg     2016-2024
#> 4987           Valais        Apartment    eg     2016-2024
#> 4988           Valais        Apartment noteg     2016-2024
#> 4989           Valais        Apartment noteg     2016-2024
#> 4990           Valais       Attic flat noteg     2016-2024
#> 4991           Valais        Apartment    eg     2016-2024
#> 4992           Valais            Villa           2016-2024
#> 4993           Valais       Attic flat noteg     2016-2024
#> 4994           Valais            Villa           1991-2000
#> 4995           Valais     Single house           1919-1945
#> 4996           Valais        Apartment noteg     2016-2024
#> 4997           Valais     Single house           2016-2024
#> 4998           Valais     Single house           2011-2015
#> 4999           Valais        Apartment    eg     1971-1980
#> 5000           Valais        Apartment noteg     2016-2024
#> 5001           Valais        Apartment noteg     2016-2024
#> 5002           Valais        Apartment noteg     2016-2024
#> 5003           Valais           Chalet           1991-2000
#> 5004           Valais        Apartment    eg     1971-1980
#> 5005           Valais            Villa           1946-1960
#> 5006           Valais            Villa           2016-2024
#> 5007           Valais     Single house           2016-2024
#> 5008           Valais            Villa           2016-2024
#> 5009           Valais        Apartment noteg     2016-2024
#> 5010           Valais            Villa           2016-2024
#> 5011           Valais            Villa           2016-2024
#> 5012           Valais     Single house           2016-2024
#> 5013           Valais Bifamiliar house           2016-2024
#> 5014           Valais Bifamiliar house           2016-2024
#> 5015           Valais        Apartment noteg     2016-2024
#> 5016           Valais        Apartment    eg     2016-2024
#> 5017           Valais        Apartment    eg     1971-1980
#> 5018           Valais       Attic flat noteg     2016-2024
#> 5019           Valais Bifamiliar house           2016-2024
#> 5020           Valais            Villa           2016-2024
#> 5021           Valais     Single house           2016-2024
#> 5022           Valais       Attic flat noteg     2016-2024
#> 5023           Valais        Apartment noteg     2016-2024
#> 5024           Valais        Apartment noteg     2016-2024
#> 5025           Valais           Chalet           2006-2010
#> 5026           Valais     Single house           2016-2024
#> 5027           Valais        Apartment    eg     2016-2024
#> 5028           Valais     Single house           1961-1970
#> 5029           Valais        Apartment noteg     2016-2024
#> 5030           Valais        Apartment    eg     1971-1980
#> 5031           Valais        Apartment noteg     2016-2024
#> 5032           Valais        Apartment    eg     2016-2024
#> 5033           Valais     Single house           2016-2024
#> 5034           Valais            Villa           1961-1970
#> 5035           Valais        Apartment noteg     2016-2024
#> 5036           Valais        Apartment noteg     2016-2024
#> 5037           Valais            Villa           2016-2024
#> 5038           Valais     Single house           2016-2024
#> 5039           Valais     Single house           1961-1970
#> 5040           Valais     Single house           1971-1980
#> 5041           Valais            Villa           2006-2010
#> 5042           Valais            Villa           2006-2010
#> 5043           Valais        Apartment noteg     2016-2024
#> 5044           Valais        Apartment noteg     2016-2024
#> 5045           Valais        Apartment noteg     2016-2024
#> 5046           Valais        Apartment noteg     2016-2024
#> 5047           Valais        Apartment noteg     2016-2024
#> 5048           Valais        Apartment noteg     2016-2024
#> 5049           Valais     Single house           2016-2024
#> 5050           Valais       Attic flat noteg     2001-2005
#> 5051           Valais        Apartment noteg     2016-2024
#> 5052           Valais           Duplex noteg     2016-2024
#> 5053           Valais        Apartment noteg     2011-2015
#> 5054           Valais        Apartment noteg     2001-2005
#> 5055           Valais            Villa           2006-2010
#> 5056           Valais        Apartment noteg     2016-2024
#> 5057           Valais     Single house           1971-1980
#> 5058           Valais     Single house           1971-1980
#> 5059           Valais        Apartment noteg     2016-2024
#> 5060           Valais        Apartment noteg     2016-2024
#> 5061           Valais        Apartment noteg     2016-2024
#> 5062           Valais            Villa           1971-1980
#> 5063           Valais        Apartment noteg     2016-2024
#> 5064           Valais        Apartment noteg     2016-2024
#> 5065           Valais        Apartment    eg     2016-2024
#> 5066           Valais        Apartment noteg     2016-2024
#> 5067           Valais        Apartment noteg     2016-2024
#> 5068           Valais           Duplex noteg     2016-2024
#> 5069           Valais           Duplex noteg     2016-2024
#> 5070           Valais           Duplex noteg     2016-2024
#> 5071           Valais        Apartment noteg     2016-2024
#> 5072           Valais        Apartment noteg     2011-2015
#> 5073           Valais     Single house           1919-1945
#> 5074           Valais     Single house              0-1919
#> 5075           Valais           Chalet           1961-1970
#> 5076           Valais           Chalet           1946-1960
#> 5077           Valais     Single house           1961-1970
#> 5078           Valais            Villa           2006-2010
#> 5079           Valais     Single house           2016-2024
#> 5080           Valais        Apartment noteg     2006-2010
#> 5081           Valais     Single house           2016-2024
#> 5082           Valais            Villa           2016-2024
#> 5083           Valais            Villa           2016-2024
#> 5084           Valais        Apartment noteg     2016-2024
#> 5085           Valais            Villa           1961-1970
#> 5086           Valais     Single house           2001-2005
#> 5087           Valais     Single house           2001-2005
#> 5088           Valais     Single house           2001-2005
#> 5089           Valais            Villa           2016-2024
#> 5090           Valais Bifamiliar house           2016-2024
#> 5091           Valais            Villa           2016-2024
#> 5092           Valais        Apartment noteg     2016-2024
#> 5093           Valais            Villa           2016-2024
#> 5094           Valais        Apartment    eg     2016-2024
#> 5095           Valais     Single house           1971-1980
#> 5096           Valais            Villa           2001-2005
#> 5097           Valais     Single house           2016-2024
#> 5098           Valais            Villa           2016-2024
#> 5099           Valais        Apartment noteg     2016-2024
#> 5100           Valais           Chalet           2001-2005
#> 5101           Valais           Chalet           1981-1990
#> 5102           Valais           Chalet           2006-2010
#> 5103           Valais        Apartment    eg     2001-2005
#> 5104           Valais           Chalet           1971-1980
#> 5105           Valais           Chalet           2001-2005
#> 5106           Valais           Chalet           2006-2010
#> 5107           Valais     Single house           2006-2010
#> 5108           Valais           Chalet           1981-1990
#> 5109           Valais           Chalet           1981-1990
#> 5110           Valais     Single house           2006-2010
#> 5111           Valais           Chalet           2006-2010
#> 5112           Valais     Single house           2001-2005
#> 5113           Valais        Apartment noteg     1971-1980
#> 5114           Valais           Chalet           2006-2010
#> 5115           Valais           Chalet           2011-2015
#> 5116           Valais           Chalet           1981-1990
#> 5117           Valais        Apartment    eg     1971-1980
#> 5118           Valais           Chalet           2006-2010
#> 5119           Valais     Single house           2016-2024
#> 5120           Valais           Chalet           1981-1990
#> 5121           Valais           Chalet           1981-1990
#> 5122           Valais           Chalet           2006-2010
#> 5123           Valais            Villa           2016-2024
#> 5124           Valais           Chalet           1981-1990
#> 5125           Valais        Apartment noteg     2016-2024
#> 5126           Valais           Chalet           1981-1990
#> 5127           Valais        Apartment noteg     2011-2015
#> 5128           Valais           Chalet           2001-2005
#> 5129           Valais     Single house           1961-1970
#> 5130           Valais            Villa           2001-2005
#> 5131           Valais        Apartment    eg     2016-2024
#> 5132           Valais     Single house           1981-1990
#> 5133           Valais           Chalet           1991-2000
#> 5134           Valais           Duplex noteg     2016-2024
#> 5135           Valais            Villa           2016-2024
#> 5136           Valais            Villa           2016-2024
#> 5137           Valais Bifamiliar house           2016-2024
#> 5138           Valais           Chalet           1991-2000
#> 5139           Valais           Chalet           1981-1990
#> 5140           Valais        Apartment noteg     2016-2024
#> 5141           Valais            Villa           1991-2000
#> 5142           Valais        Apartment    eg     2016-2024
#> 5143           Valais        Apartment noteg     2016-2024
#> 5144           Valais           Chalet           1971-1980
#> 5145           Valais       Attic flat noteg     2016-2024
#> 5146           Valais     Single house           1991-2000
#> 5147           Valais        Apartment    eg     2016-2024
#> 5148           Valais        Apartment noteg     1946-1960
#> 5149           Valais        Apartment noteg     2016-2024
#> 5150           Valais     Single house           1946-1960
#> 5151           Valais           Chalet           2006-2010
#> 5152           Valais            Villa           2016-2024
#> 5153           Valais     Single house           1991-2000
#> 5154           Valais        Apartment    eg     2016-2024
#> 5155           Valais       Attic flat noteg     2016-2024
#> 5156           Valais           Chalet           1946-1960
#> 5157           Valais        Apartment    eg     2016-2024
#> 5158           Valais     Single house           1981-1990
#> 5159           Valais     Single house           1981-1990
#> 5160           Valais            Villa           2001-2005
#> 5161           Valais        Apartment noteg     2016-2024
#> 5162           Valais            Villa           1991-2000
#> 5163           Valais     Single house           1946-1960
#> 5164           Valais           Chalet           1991-2000
#> 5165           Valais            Villa           2016-2024
#> 5166           Valais        Apartment noteg     2016-2024
#> 5167           Valais           Chalet           2016-2024
#> 5168           Valais     Single house           2016-2024
#> 5169           Valais            Villa           2016-2024
#> 5170           Valais           Duplex noteg     2016-2024
#> 5171           Valais     Single house           2016-2024
#> 5172           Valais        Apartment noteg     2016-2024
#> 5173           Valais     Single house           2016-2024
#> 5174           Valais           Chalet           1981-1990
#> 5175           Valais           Chalet           1981-1990
#> 5176           Valais            Villa           2016-2024
#> 5177           Valais           Chalet           1981-1990
#> 5178           Valais        Apartment noteg     2016-2024
#> 5179           Valais            Villa           1946-1960
#> 5180           Valais     Single house              0-1919
#> 5181           Valais     Single house              0-1919
#> 5182           Valais     Single house           1981-1990
#> 5183           Valais       Attic flat noteg     1981-1990
#> 5184           Valais     Single house           2001-2005
#> 5185           Valais     Single house              0-1919
#> 5186           Valais           Chalet           2016-2024
#> 5187           Valais     Single house           1946-1960
#> 5188           Valais        Apartment    eg     2016-2024
#> 5189           Valais Bifamiliar house              0-1919
#> 5190           Valais        Apartment noteg     1981-1990
#> 5191           Valais           Chalet           2016-2024
#> 5192           Valais     Single house           2016-2024
#> 5193           Valais     Single house           2016-2024
#> 5194           Valais        Apartment    eg     2016-2024
#> 5195           Valais           Chalet           2016-2024
#> 5196           Valais            Villa           2016-2024
#> 5197           Valais            Villa           2016-2024
#> 5198           Valais            Villa           2016-2024
#> 5199           Valais            Villa           2006-2010
#> 5200           Valais     Single house           2016-2024
#> 5201           Valais     Single house           2016-2024
#> 5202           Valais        Apartment noteg     2016-2024
#> 5203           Valais        Apartment    eg     2016-2024
#> 5204           Valais        Apartment noteg     2016-2024
#> 5205           Valais        Apartment noteg     2016-2024
#> 5206           Valais        Apartment    eg     2016-2024
#> 5207           Valais        Apartment noteg     2016-2024
#> 5208           Valais        Apartment    eg     2016-2024
#> 5209           Valais           Chalet           2016-2024
#> 5210           Valais           Chalet           2016-2024
#> 5211           Valais        Apartment noteg     1961-1970
#> 5212           Valais           Duplex noteg     1961-1970
#> 5213           Valais     Single house           2016-2024
#> 5214           Valais        Apartment    eg     2016-2024
#> 5215           Valais        Apartment    eg     2016-2024
#> 5216           Valais        Apartment noteg     2016-2024
#> 5217           Valais        Apartment noteg     2016-2024
#> 5218           Valais           Chalet           2016-2024
#> 5219           Valais        Apartment noteg     2016-2024
#> 5220           Valais            Villa           2016-2024
#> 5221           Valais        Apartment noteg     2016-2024
#> 5222           Valais           Chalet           2016-2024
#> 5223           Valais        Apartment noteg     2016-2024
#> 5224           Valais        Apartment noteg     2016-2024
#> 5225           Valais           Chalet           2011-2015
#> 5226           Valais        Apartment noteg     2016-2024
#> 5227           Valais        Apartment noteg     2016-2024
#> 5228           Valais        Apartment noteg     2016-2024
#> 5229           Valais           Chalet           1991-2000
#> 5230           Valais        Apartment    eg     2016-2024
#> 5231           Valais        Apartment noteg     2016-2024
#> 5232           Valais        Apartment    eg     2016-2024
#> 5233           Valais        Apartment noteg     2016-2024
#> 5234           Valais        Apartment noteg     2016-2024
#> 5235           Valais        Apartment    eg     2016-2024
#> 5236           Valais        Apartment    eg     2016-2024
#> 5237           Valais        Apartment    eg     2016-2024
#> 5238           Valais        Apartment noteg     2016-2024
#> 5239           Valais        Apartment noteg     1981-1990
#> 5240           Valais        Apartment noteg     2016-2024
#> 5241           Valais        Apartment noteg     2016-2024
#> 5242           Valais        Apartment    eg     2016-2024
#> 5243           Valais       Attic flat    eg     2016-2024
#> 5244           Valais       Attic flat noteg     2016-2024
#> 5245           Valais        Apartment    eg     1991-2000
#> 5246           Valais       Attic flat noteg     2016-2024
#> 5247           Valais           Chalet           2011-2015
#> 5248           Valais           Chalet           2006-2010
#> 5249           Valais           Chalet           2016-2024
#> 5250           Valais     Single house           1971-1980
#> 5251           Valais        Apartment noteg     2016-2024
#> 5252           Valais           Chalet           2016-2024
#> 5253           Valais        Apartment    eg     2016-2024
#> 5254           Valais           Chalet           1991-2000
#> 5255           Valais        Apartment    eg     2016-2024
#> 5256           Valais           Chalet           2006-2010
#> 5257           Valais           Chalet           1971-1980
#> 5258           Valais        Apartment    eg     2016-2024
#> 5259           Valais        Apartment noteg     2016-2024
#> 5260           Valais        Apartment    eg     1991-2000
#> 5261           Valais     Single house           2006-2010
#> 5262           Valais           Chalet           1971-1980
#> 5263           Valais           Chalet           2016-2024
#> 5264           Valais           Chalet           2016-2024
#> 5265           Valais           Chalet           2016-2024
#> 5266           Valais        Apartment noteg     1971-1980
#> 5267           Valais        Apartment noteg     2016-2024
#> 5268           Valais           Chalet           2011-2015
#> 5269           Valais            Villa           2016-2024
#> 5270           Valais           Chalet           1946-1960
#> 5271           Valais            Villa           1981-1990
#> 5272           Valais        Apartment noteg     2016-2024
#> 5273           Valais            Villa           2016-2024
#> 5274           Valais            Villa           1961-1970
#> 5275           Valais        Apartment noteg     2016-2024
#> 5276           Valais        Apartment    eg     2016-2024
#> 5277           Valais            Villa           2016-2024
#> 5278           Valais           Chalet           1946-1960
#> 5279           Valais           Chalet           1991-2000
#> 5280           Valais           Chalet           1961-1970
#> 5281           Valais     Single house           1981-1990
#> 5282           Valais           Chalet           2001-2005
#> 5283           Valais        Apartment noteg     2006-2010
#> 5284           Valais        Apartment noteg     2011-2015
#> 5285           Valais       Attic flat noteg     2016-2024
#> 5286           Valais        Apartment noteg     2016-2024
#> 5287           Valais        Apartment noteg     1981-1990
#> 5288           Valais        Apartment noteg     2016-2024
#> 5289           Valais       Attic flat noteg     2016-2024
#> 5290           Valais     Terrace flat noteg     2016-2024
#> 5291           Valais           Chalet           2016-2024
#> 5292           Valais        Apartment noteg     2011-2015
#> 5293           Valais           Chalet           2016-2024
#> 5294           Valais        Apartment noteg     2016-2024
#> 5295           Valais       Attic flat noteg     2016-2024
#> 5296           Valais        Apartment    eg     2001-2005
#> 5297           Valais       Attic flat noteg     2016-2024
#> 5298           Valais        Apartment    eg     2016-2024
#> 5299           Valais        Apartment noteg     2016-2024
#> 5300           Valais        Apartment    eg     2016-2024
#> 5301           Valais        Apartment    eg     2001-2005
#> 5302           Valais        Apartment noteg     2016-2024
#> 5303           Valais     Terrace flat noteg     1981-1990
#> 5304           Valais        Apartment noteg     2016-2024
#> 5305           Valais        Roof flat noteg     1961-1970
#> 5306           Valais           Chalet           2001-2005
#> 5307           Valais        Apartment noteg     2016-2024
#> 5308           Valais        Apartment noteg     2016-2024
#> 5309           Valais        Apartment noteg     1961-1970
#> 5310           Valais        Apartment noteg     2011-2015
#> 5311           Valais     Terrace flat    eg     2016-2024
#> 5312           Valais     Terrace flat noteg     2016-2024
#> 5313           Valais           Chalet           1981-1990
#> 5314           Valais            Villa           2016-2024
#> 5315           Valais           Chalet           1991-2000
#> 5316           Valais        Apartment noteg     2016-2024
#> 5317           Valais        Apartment noteg     2016-2024
#> 5318           Valais        Apartment noteg     2011-2015
#> 5319           Valais        Apartment noteg     2016-2024
#> 5320           Valais        Apartment noteg     2016-2024
#> 5321           Valais        Apartment noteg     2016-2024
#> 5322           Valais        Apartment noteg     2016-2024
#> 5323           Valais        Apartment noteg     2016-2024
#> 5324           Valais        Apartment    eg     2016-2024
#> 5325           Valais        Apartment noteg     2016-2024
#> 5326           Valais        Apartment    eg     2011-2015
#> 5327           Valais        Apartment noteg     2016-2024
#> 5328           Valais        Apartment noteg     2016-2024
#> 5329           Valais            Villa           2016-2024
#> 5330           Valais     Single house           2016-2024
#> 5331           Valais     Single house           2016-2024
#> 5332           Valais        Apartment    eg     2016-2024
#> 5333           Valais       Attic flat noteg     2016-2024
#> 5334           Valais        Apartment    eg     2016-2024
#> 5335           Valais        Apartment noteg     2016-2024
#> 5336           Valais        Apartment noteg     2016-2024
#> 5337           Valais     Single house           2016-2024
#> 5338           Valais        Apartment noteg     2016-2024
#> 5339           Valais        Apartment noteg     2016-2024
#> 5340           Valais        Apartment    eg     2016-2024
#> 5341           Valais        Apartment noteg     2016-2024
#> 5342           Valais        Apartment    eg     2016-2024
#> 5343           Valais        Apartment noteg     2016-2024
#> 5344           Valais        Apartment noteg     2016-2024
#> 5345           Valais        Apartment noteg     2016-2024
#> 5346           Valais        Apartment    eg     2016-2024
#> 5347           Valais           Chalet           2016-2024
#> 5348           Valais           Chalet           2016-2024
#> 5349           Valais           Chalet           2016-2024
#> 5350           Valais        Apartment    eg     2016-2024
#> 5351           Valais           Chalet           1971-1980
#> 5352           Valais     Single house              0-1919
#> 5353           Valais     Single house           1946-1960
#> 5354           Valais           Chalet           2016-2024
#> 5355           Valais           Chalet           2011-2015
#> 5356           Valais        Apartment noteg     2016-2024
#> 5357           Valais           Chalet           1971-1980
#> 5358           Valais       Attic flat noteg     1971-1980
#> 5359           Valais        Apartment noteg     2016-2024
#> 5360           Valais        Apartment    eg     1946-1960
#> 5361           Valais        Apartment noteg     1971-1980
#> 5362           Valais           Chalet           1961-1970
#> 5363           Valais           Chalet           1991-2000
#> 5364           Valais        Apartment noteg     1961-1970
#> 5365           Valais        Apartment noteg     2011-2015
#> 5366           Valais           Chalet           2016-2024
#> 5367           Valais        Apartment noteg     1971-1980
#> 5368           Valais Bifamiliar house           2011-2015
#> 5369           Valais           Chalet              0-1919
#> 5370           Valais           Chalet           2001-2005
#> 5371           Valais        Apartment noteg     2006-2010
#> 5372           Valais           Chalet              0-1919
#> 5373           Valais            Villa           1991-2000
#> 5374           Valais           Chalet           2006-2010
#> 5375           Valais        Apartment noteg     2016-2024
#> 5376           Valais        Apartment    eg     2016-2024
#> 5377           Valais        Apartment noteg     1991-2000
#> 5378           Valais        Apartment noteg     1946-1960
#> 5379           Valais     Single house           1971-1980
#> 5380           Valais        Apartment noteg     1961-1970
#> 5381           Valais        Apartment noteg     2016-2024
#> 5382           Valais           Chalet           2016-2024
#> 5383           Valais        Apartment noteg     2006-2010
#> 5384           Valais           Chalet           2006-2010
#> 5385           Valais       Attic flat noteg     1981-1990
#> 5386           Valais        Apartment    eg     2016-2024
#> 5387           Valais           Chalet           2001-2005
#> 5388           Valais           Chalet           1971-1980
#> 5389           Valais        Apartment noteg     2016-2024
#> 5390           Valais        Apartment    eg     2016-2024
#> 5391           Valais           Chalet           2001-2005
#> 5392           Valais Bifamiliar house           2011-2015
#> 5393           Valais           Chalet           2006-2010
#> 5394           Valais        Apartment noteg     2006-2010
#> 5395           Valais            Villa              0-1919
#> 5396           Valais        Apartment noteg     1971-1980
#> 5397           Valais           Chalet           1971-1980
#> 5398           Valais           Chalet              0-1919
#> 5399           Valais           Chalet           2016-2024
#> 5400           Valais       Attic flat noteg     1971-1980
#> 5401           Valais        Apartment noteg     1971-1980
#> 5402           Valais           Duplex noteg     2006-2010
#> 5403           Valais           Chalet           1971-1980
#> 5404           Valais        Apartment noteg     1981-1990
#> 5405           Valais           Chalet           1991-2000
#> 5406           Valais     Single house           1971-1980
#> 5407           Valais           Chalet           1971-1980
#> 5408           Valais           Chalet              0-1919
#> 5409           Valais           Chalet           2016-2024
#> 5410           Valais           Chalet           2006-2010
#> 5411           Valais        Apartment noteg     2016-2024
#> 5412           Valais           Chalet           2016-2024
#> 5413           Valais           Duplex noteg     1961-1970
#> 5414           Valais        Apartment noteg     1991-2000
#> 5415           Valais           Chalet           1961-1970
#> 5416           Valais           Chalet           1971-1980
#> 5417           Valais            Villa           1981-1990
#> 5418           Valais           Chalet           2006-2010
#> 5419           Valais     Single house           1961-1970
#> 5420           Valais     Single house           1946-1960
#> 5421           Valais     Single house              0-1919
#> 5422           Valais        Apartment noteg     1991-2000
#> 5423        Neuchatel        Apartment    eg     2016-2024
#> 5424        Neuchatel        Apartment noteg     1981-1990
#> 5425        Neuchatel        Apartment    eg        0-1919
#> 5426        Neuchatel        Apartment    eg        0-1919
#> 5427        Neuchatel        Apartment    eg     2016-2024
#> 5428        Neuchatel        Apartment noteg     2016-2024
#> 5429        Neuchatel     Terrace flat noteg     2016-2024
#> 5430        Neuchatel        Apartment noteg     2016-2024
#> 5431        Neuchatel        Apartment    eg     2016-2024
#> 5432        Neuchatel        Apartment noteg     2016-2024
#> 5433        Neuchatel       Attic flat noteg     2016-2024
#> 5434        Neuchatel            Villa           2016-2024
#> 5435        Neuchatel             Loft noteg     2001-2005
#> 5436        Neuchatel        Apartment noteg     2001-2005
#> 5437        Neuchatel        Apartment noteg     2016-2024
#> 5438        Neuchatel        Apartment noteg     2016-2024
#> 5439        Neuchatel           Duplex noteg     1981-1990
#> 5440        Neuchatel        Apartment    eg     2016-2024
#> 5441        Neuchatel        Apartment noteg     2016-2024
#> 5442        Neuchatel        Apartment noteg     2016-2024
#> 5443        Neuchatel     Single house              0-1919
#> 5444        Neuchatel        Apartment noteg     2011-2015
#> 5445        Neuchatel            Villa           2016-2024
#> 5446        Neuchatel        Apartment noteg     2006-2010
#> 5447        Neuchatel        Apartment noteg     2016-2024
#> 5448        Neuchatel        Apartment noteg     2016-2024
#> 5449        Neuchatel        Apartment noteg     2016-2024
#> 5450        Neuchatel        Apartment    eg     2016-2024
#> 5451        Neuchatel        Apartment noteg     2016-2024
#> 5452        Neuchatel        Apartment noteg     2016-2024
#> 5453        Neuchatel        Apartment noteg     2016-2024
#> 5454        Neuchatel        Apartment noteg     2016-2024
#> 5455        Neuchatel        Apartment noteg     2016-2024
#> 5456        Neuchatel        Apartment noteg     1991-2000
#> 5457        Neuchatel        Apartment noteg     2016-2024
#> 5458        Neuchatel     Terrace flat    eg     2016-2024
#> 5459        Neuchatel        Apartment    eg     2016-2024
#> 5460        Neuchatel        Apartment noteg     2016-2024
#> 5461        Neuchatel        Apartment noteg     2016-2024
#> 5462        Neuchatel        Apartment noteg     1971-1980
#> 5463        Neuchatel        Apartment    eg     2016-2024
#> 5464        Neuchatel        Apartment noteg     1991-2000
#> 5465        Neuchatel        Apartment noteg     2016-2024
#> 5466        Neuchatel        Apartment noteg     2001-2005
#> 5467        Neuchatel        Apartment noteg     2016-2024
#> 5468        Neuchatel             Loft noteg     2001-2005
#> 5469        Neuchatel        Apartment noteg     2016-2024
#> 5470        Neuchatel     Single house           1946-1960
#> 5471        Neuchatel        Apartment    eg     2016-2024
#> 5472        Neuchatel        Apartment noteg     2016-2024
#> 5473        Neuchatel        Apartment noteg     1981-1990
#> 5474        Neuchatel Bifamiliar house           2006-2010
#> 5475        Neuchatel     Single house           1919-1945
#> 5476        Neuchatel        Apartment noteg     2006-2010
#> 5477        Neuchatel     Single house           1991-2000
#> 5478        Neuchatel        Apartment noteg     1971-1980
#> 5479        Neuchatel        Apartment noteg     1971-1980
#> 5480        Neuchatel     Single house              0-1919
#> 5481        Neuchatel     Single house           1991-2000
#> 5482        Neuchatel        Apartment noteg     1991-2000
#> 5483        Neuchatel     Single house           1971-1980
#> 5484        Neuchatel        Apartment noteg     2011-2015
#> 5485        Neuchatel Bifamiliar house           2016-2024
#> 5486        Neuchatel        Apartment noteg     1991-2000
#> 5487        Neuchatel     Single house           2006-2010
#> 5488        Neuchatel Bifamiliar house           2016-2024
#> 5489        Neuchatel        Apartment noteg     1981-1990
#> 5490        Neuchatel            Villa           1981-1990
#> 5491        Neuchatel Bifamiliar house           2016-2024
#> 5492        Neuchatel        Roof flat noteg     1991-2000
#> 5493        Neuchatel        Apartment    eg     2011-2015
#> 5494        Neuchatel Bifamiliar house           2016-2024
#> 5495        Neuchatel Bifamiliar house           2016-2024
#> 5496        Neuchatel        Apartment noteg     1981-1990
#> 5497        Neuchatel        Apartment noteg     2011-2015
#> 5498        Neuchatel     Single house           1919-1945
#> 5499        Neuchatel       Attic flat noteg        0-1919
#> 5500        Neuchatel        Apartment noteg     2016-2024
#> 5501        Neuchatel        Apartment noteg        0-1919
#> 5502        Neuchatel        Apartment noteg     2011-2015
#> 5503        Neuchatel Bifamiliar house           2016-2024
#> 5504        Neuchatel        Apartment noteg        0-1919
#> 5505        Neuchatel     Single house           2016-2024
#> 5506        Neuchatel     Single house           2011-2015
#> 5507        Neuchatel        Apartment noteg     2016-2024
#> 5508        Neuchatel        Apartment noteg     2016-2024
#> 5509        Neuchatel        Apartment    eg     2016-2024
#> 5510        Neuchatel        Apartment    eg     1961-1970
#> 5511        Neuchatel     Single house              0-1919
#> 5512        Neuchatel        Apartment    eg     2016-2024
#> 5513        Neuchatel        Apartment noteg     2016-2024
#> 5514        Neuchatel        Apartment    eg     2016-2024
#> 5515        Neuchatel        Apartment    eg     2016-2024
#> 5516        Neuchatel        Apartment noteg     2016-2024
#> 5517        Neuchatel        Apartment noteg     2011-2015
#> 5518        Neuchatel     Single house              0-1919
#> 5519        Neuchatel     Single house           1961-1970
#> 5520        Neuchatel Bifamiliar house           2011-2015
#> 5521        Neuchatel        Apartment noteg     2016-2024
#> 5522        Neuchatel     Single house           1961-1970
#> 5523        Neuchatel     Single house           1961-1970
#> 5524        Neuchatel            Villa           1961-1970
#> 5525        Neuchatel     Single house           1981-1990
#> 5526        Neuchatel        Apartment    eg     2016-2024
#> 5527        Neuchatel     Single house           1919-1945
#> 5528        Neuchatel     Single house           1919-1945
#> 5529        Neuchatel     Single house           1981-1990
#> 5530        Neuchatel        Apartment noteg     2001-2005
#> 5531        Neuchatel Bifamiliar house           2016-2024
#> 5532        Neuchatel        Apartment noteg     2016-2024
#> 5533        Neuchatel     Single house           1946-1960
#> 5534        Neuchatel     Single house              0-1919
#> 5535        Neuchatel        Apartment noteg     1971-1980
#> 5536        Neuchatel        Apartment noteg     2016-2024
#> 5537        Neuchatel        Apartment    eg     2016-2024
#> 5538        Neuchatel        Roof flat noteg     2016-2024
#> 5539        Neuchatel        Apartment    eg     2016-2024
#> 5540        Neuchatel        Apartment    eg     2016-2024
#> 5541        Neuchatel        Apartment    eg     2016-2024
#> 5542        Neuchatel            Villa           1971-1980
#> 5543        Neuchatel        Apartment noteg     2016-2024
#> 5544        Neuchatel        Apartment    eg     2016-2024
#> 5545        Neuchatel        Apartment noteg     2016-2024
#> 5546        Neuchatel        Apartment noteg     2016-2024
#> 5547        Neuchatel        Apartment    eg     2016-2024
#> 5548        Neuchatel        Apartment    eg     2016-2024
#> 5549        Neuchatel     Terrace flat    eg     2016-2024
#> 5550        Neuchatel       Attic flat noteg     2006-2010
#> 5551        Neuchatel        Apartment noteg        0-1919
#> 5552        Neuchatel     Terrace flat noteg     2016-2024
#> 5553        Neuchatel        Apartment noteg     2016-2024
#> 5554        Neuchatel        Apartment noteg     2006-2010
#> 5555        Neuchatel           Duplex noteg     2016-2024
#> 5556        Neuchatel     Single house           1961-1970
#> 5557        Neuchatel        Apartment noteg     1971-1980
#> 5558        Neuchatel        Apartment noteg     2016-2024
#> 5559        Neuchatel        Apartment noteg     2016-2024
#> 5560        Neuchatel        Apartment noteg     1971-1980
#> 5561        Neuchatel       Attic flat noteg     1971-1980
#> 5562        Neuchatel     Single house           1991-2000
#> 5563        Neuchatel        Apartment noteg     1981-1990
#> 5564        Neuchatel     Single house           1991-2000
#> 5565        Neuchatel        Apartment noteg     2016-2024
#> 5566        Neuchatel           Duplex    eg     2016-2024
#> 5567        Neuchatel        Apartment    eg     2016-2024
#> 5568        Neuchatel        Apartment    eg     2016-2024
#> 5569        Neuchatel     Single house           1919-1945
#> 5570        Neuchatel        Apartment    eg     2016-2024
#> 5571        Neuchatel        Apartment noteg     1981-1990
#> 5572        Neuchatel        Apartment noteg     1991-2000
#> 5573        Neuchatel        Apartment noteg     2016-2024
#> 5574        Neuchatel        Apartment    eg     1946-1960
#> 5575        Neuchatel     Terrace flat noteg     2016-2024
#> 5576        Neuchatel       Attic flat noteg     2016-2024
#> 5577        Neuchatel        Apartment noteg     2016-2024
#> 5578        Neuchatel            Villa           2001-2005
#> 5579        Neuchatel        Apartment noteg     1991-2000
#> 5580        Neuchatel        Roof flat noteg     1991-2000
#> 5581        Neuchatel        Apartment noteg     1981-1990
#> 5582        Neuchatel Bifamiliar house           2016-2024
#> 5583        Neuchatel        Apartment    eg     2016-2024
#> 5584        Neuchatel Bifamiliar house           2016-2024
#> 5585        Neuchatel     Single house           1991-2000
#> 5586        Neuchatel        Apartment    eg     2016-2024
#> 5587        Neuchatel        Apartment noteg     2016-2024
#> 5588        Neuchatel            Villa           2011-2015
#> 5589        Neuchatel        Apartment noteg     2016-2024
#> 5590        Neuchatel     Single house           1991-2000
#> 5591        Neuchatel        Apartment    eg     2016-2024
#> 5592        Neuchatel        Apartment noteg     2016-2024
#> 5593        Neuchatel        Apartment noteg     2016-2024
#> 5594        Neuchatel     Single house           1961-1970
#> 5595        Neuchatel     Single house           2006-2010
#> 5596        Neuchatel        Apartment    eg     2016-2024
#> 5597        Neuchatel     Single house           1961-1970
#> 5598        Neuchatel        Apartment    eg     2016-2024
#> 5599        Neuchatel        Apartment noteg     2011-2015
#> 5600        Neuchatel     Single house              0-1919
#> 5601        Neuchatel     Single house           2011-2015
#> 5602        Neuchatel        Apartment noteg     2016-2024
#> 5603        Neuchatel        Apartment noteg     2016-2024
#> 5604        Neuchatel            Villa           1946-1960
#> 5605        Neuchatel        Apartment noteg     2016-2024
#> 5606        Neuchatel        Apartment    eg     2016-2024
#> 5607        Neuchatel        Apartment noteg     2016-2024
#> 5608        Neuchatel        Roof flat noteg     2011-2015
#> 5609        Neuchatel        Apartment noteg     2011-2015
#> 5610        Neuchatel           Duplex noteg     2001-2005
#> 5611        Neuchatel        Apartment noteg     2001-2005
#> 5612        Neuchatel            Villa           2016-2024
#> 5613        Neuchatel            Villa           2016-2024
#> 5614        Neuchatel            Villa           2016-2024
#> 5615        Neuchatel            Villa           2016-2024
#> 5616        Neuchatel            Villa           2016-2024
#> 5617        Neuchatel            Villa           2016-2024
#> 5618        Neuchatel            Villa           2016-2024
#> 5619        Neuchatel            Villa           2016-2024
#> 5620        Neuchatel     Single house           1946-1960
#> 5621        Neuchatel     Single house           1981-1990
#> 5622        Neuchatel        Apartment    eg     1991-2000
#> 5623        Neuchatel     Terrace flat    eg     1991-2000
#> 5624        Neuchatel            Villa           2016-2024
#> 5625        Neuchatel            Villa           2016-2024
#> 5626        Neuchatel        Apartment noteg     1961-1970
#> 5627        Neuchatel        Apartment noteg     1991-2000
#> 5628        Neuchatel        Apartment noteg     1961-1970
#> 5629        Neuchatel       Attic flat noteg     1971-1980
#> 5630        Neuchatel        Apartment noteg     1971-1980
#> 5631        Neuchatel        Apartment    eg     1971-1980
#> 5632        Neuchatel        Roof flat noteg     1961-1970
#> 5633        Neuchatel        Apartment noteg     2016-2024
#> 5634        Neuchatel     Single house           1946-1960
#> 5635        Neuchatel        Apartment noteg     1961-1970
#> 5636        Neuchatel        Apartment noteg     1971-1980
#> 5637        Neuchatel        Apartment noteg     1971-1980
#> 5638        Neuchatel        Apartment noteg     1971-1980
#> 5639        Neuchatel       Attic flat noteg     2016-2024
#> 5640        Neuchatel        Apartment noteg     2016-2024
#> 5641        Neuchatel        Apartment noteg     1981-1990
#> 5642        Neuchatel        Apartment    eg     2016-2024
#> 5643        Neuchatel        Apartment noteg     2016-2024
#> 5644        Neuchatel     Single house           1981-1990
#> 5645        Neuchatel       Attic flat noteg     2016-2024
#> 5646        Neuchatel        Apartment noteg     2016-2024
#> 5647        Neuchatel        Apartment    eg     2016-2024
#> 5648        Neuchatel        Apartment noteg     2016-2024
#> 5649        Neuchatel        Apartment noteg     1991-2000
#> 5650        Neuchatel        Roof flat noteg     1991-2000
#> 5651        Neuchatel     Single house              0-1919
#> 5652        Neuchatel     Single house           1961-1970
#> 5653        Neuchatel     Single house           1961-1970
#> 5654        Neuchatel           Duplex noteg        0-1919
#> 5655        Neuchatel        Apartment noteg     2016-2024
#> 5656        Neuchatel        Apartment noteg     2016-2024
#> 5657        Neuchatel        Apartment noteg        0-1919
#> 5658        Neuchatel     Single house              0-1919
#> 5659        Neuchatel        Apartment noteg     2016-2024
#> 5660        Neuchatel        Apartment noteg     2016-2024
#> 5661        Neuchatel        Apartment noteg     2011-2015
#> 5662        Neuchatel        Apartment noteg     2016-2024
#> 5663        Neuchatel     Single house           1961-1970
#> 5664        Neuchatel        Apartment noteg        0-1919
#> 5665        Neuchatel     Single house           1961-1970
#> 5666        Neuchatel     Single house           1981-1990
#> 5667        Neuchatel     Single house              0-1919
#> 5668        Neuchatel        Apartment noteg        0-1919
#> 5669        Neuchatel Bifamiliar house              0-1919
#> 5670        Neuchatel     Single house              0-1919
#> 5671        Neuchatel Bifamiliar house              0-1919
#> 5672        Neuchatel     Single house              0-1919
#> 5673        Neuchatel            Villa           2016-2024
#> 5674        Neuchatel            Villa              0-1919
#> 5675        Neuchatel            Villa           1961-1970
#> 5676        Neuchatel Bifamiliar house              0-1919
#> 5677        Neuchatel        Apartment noteg     2016-2024
#> 5678        Neuchatel        Apartment noteg     2016-2024
#> 5679        Neuchatel        Apartment noteg     2016-2024
#> 5680        Neuchatel           Duplex noteg     2016-2024
#> 5681        Neuchatel        Apartment noteg     2016-2024
#> 5682        Neuchatel        Apartment noteg     2016-2024
#> 5683        Neuchatel     Single house           2016-2024
#> 5684        Neuchatel        Apartment    eg     2016-2024
#> 5685        Neuchatel     Single house           1991-2000
#> 5686        Neuchatel        Apartment noteg     2016-2024
#> 5687        Neuchatel        Apartment    eg     2016-2024
#> 5688        Neuchatel        Apartment noteg     2016-2024
#> 5689        Neuchatel        Apartment noteg     2016-2024
#> 5690        Neuchatel        Apartment noteg     2016-2024
#> 5691        Neuchatel     Single house           2016-2024
#> 5692        Neuchatel        Roof flat noteg     2016-2024
#> 5693        Neuchatel        Apartment noteg     2016-2024
#> 5694        Neuchatel     Terrace flat    eg     2011-2015
#> 5695        Neuchatel        Apartment noteg     1961-1970
#> 5696        Neuchatel        Apartment    eg     2011-2015
#> 5697        Neuchatel        Apartment noteg     2016-2024
#> 5698        Neuchatel     Single house           1946-1960
#> 5699        Neuchatel        Apartment noteg     1971-1980
#> 5700        Neuchatel        Apartment noteg     2016-2024
#> 5701        Neuchatel        Apartment noteg     2016-2024
#> 5702        Neuchatel        Apartment noteg     1919-1945
#> 5703        Neuchatel        Roof flat noteg     1961-1970
#> 5704        Neuchatel        Apartment noteg     2016-2024
#> 5705        Neuchatel        Apartment noteg     2016-2024
#> 5706        Neuchatel        Apartment noteg     2016-2024
#> 5707        Neuchatel        Apartment noteg     2016-2024
#> 5708        Neuchatel        Apartment noteg     2011-2015
#> 5709        Neuchatel     Single house           1946-1960
#> 5710        Neuchatel       Attic flat noteg     2011-2015
#> 5711        Neuchatel        Apartment    eg        0-1919
#> 5712        Neuchatel        Apartment    eg        0-1919
#> 5713        Neuchatel        Apartment noteg     2006-2010
#> 5714        Neuchatel        Apartment    eg     2011-2015
#> 5715        Neuchatel        Apartment noteg     2006-2010
#> 5716        Neuchatel        Apartment noteg     2016-2024
#> 5717        Neuchatel        Apartment noteg     1971-1980
#> 5718        Neuchatel        Apartment noteg     2016-2024
#> 5719        Neuchatel        Apartment noteg     1961-1970
#> 5720        Neuchatel        Apartment    eg     2016-2024
#> 5721        Neuchatel        Apartment noteg     2016-2024
#> 5722        Neuchatel        Apartment noteg        0-1919
#> 5723        Neuchatel        Apartment noteg     2016-2024
#> 5724        Neuchatel Bifamiliar house           1981-1990
#> 5725        Neuchatel       Farm house              0-1919
#> 5726        Neuchatel        Apartment noteg     1919-1945
#> 5727        Neuchatel        Apartment noteg     1961-1970
#> 5728        Neuchatel Bifamiliar house           2006-2010
#> 5729        Neuchatel Bifamiliar house              0-1919
#> 5730        Neuchatel        Apartment noteg        0-1919
#> 5731        Neuchatel        Apartment noteg     1919-1945
#> 5732        Neuchatel        Apartment noteg     1919-1945
#> 5733        Neuchatel           Duplex noteg     1919-1945
#> 5734        Neuchatel        Apartment noteg     2016-2024
#> 5735        Neuchatel        Apartment noteg     2011-2015
#> 5736        Neuchatel        Apartment noteg     2006-2010
#> 5737        Neuchatel     Single house           1991-2000
#> 5738        Neuchatel        Apartment noteg     1971-1980
#> 5739        Neuchatel        Apartment noteg     1961-1970
#> 5740        Neuchatel        Roof flat noteg        0-1919
#> 5741        Neuchatel             Loft    eg        0-1919
#> 5742        Neuchatel            Villa           1946-1960
#> 5743        Neuchatel        Apartment noteg     2016-2024
#> 5744        Neuchatel     Single house              0-1919
#> 5745        Neuchatel        Apartment noteg     2016-2024
#> 5746        Neuchatel        Apartment noteg        0-1919
#> 5747        Neuchatel     Single house           1946-1960
#> 5748        Neuchatel     Single house              0-1919
#> 5749        Neuchatel        Apartment noteg     1961-1970
#> 5750        Neuchatel        Apartment noteg        0-1919
#> 5751        Neuchatel        Apartment noteg     2016-2024
#> 5752        Neuchatel        Apartment noteg        0-1919
#> 5753        Neuchatel        Apartment noteg     2016-2024
#> 5754        Neuchatel        Apartment noteg     2016-2024
#> 5755        Neuchatel        Apartment noteg        0-1919
#> 5756        Neuchatel     Single house              0-1919
#> 5757             Jura     Single house           2016-2024
#> 5758             Jura        Roof flat noteg     2011-2015
#> 5759             Jura        Roof flat noteg     2011-2015
#> 5760             Jura        Apartment noteg     2011-2015
#> 5761             Jura     Single house           2016-2024
#> 5762             Jura        Apartment noteg     2011-2015
#> 5763             Jura     Single house           2016-2024
#> 5764             Jura     Single house           1946-1960
#> 5765             Jura     Single house              0-1919
#> 5766             Jura        Apartment noteg     1991-2000
#> 5767             Jura        Apartment noteg     2011-2015
#> 5768             Bern     Single house           1981-1990
#> 5769             Jura     Single house              0-1919
#> 5770             Jura     Single house           2016-2024
#> 5771             Jura     Single house              0-1919
#> 5772        Neuchatel     Single house           1991-2000
#> 5773        Neuchatel            Villa           2016-2024
#> 5774        Neuchatel        Apartment noteg     2016-2024
#> 5775        Neuchatel     Single house           1946-1960
#> 5776        Neuchatel Bifamiliar house              0-1919
#> 5777        Neuchatel        Apartment noteg     2016-2024
#> 5778        Neuchatel     Single house           1919-1945
#> 5779        Neuchatel        Apartment noteg     1961-1970
#> 5780        Neuchatel        Apartment noteg     2011-2015
#> 5781        Neuchatel     Single house              0-1919
#> 5782        Neuchatel            Villa           2016-2024
#> 5783        Neuchatel            Villa           1961-1970
#> 5784        Neuchatel            Villa           1991-2000
#> 5785        Neuchatel       Farm house              0-1919
#> 5786        Neuchatel            Villa           2011-2015
#> 5787        Neuchatel        Apartment noteg        0-1919
#> 5788        Neuchatel     Single house              0-1919
#> 5789        Neuchatel     Single house           1919-1945
#> 5790        Neuchatel     Single house              0-1919
#> 5791        Neuchatel     Single house              0-1919
#> 5792        Neuchatel            Villa           1981-1990
#> 5793        Neuchatel            Villa           2006-2010
#> 5794             Bern     Terrace flat    eg     2016-2024
#> 5795             Bern           Duplex noteg     1919-1945
#> 5796             Bern       Attic flat noteg     1971-1980
#> 5797             Bern     Single house           1961-1970
#> 5798             Bern        Apartment noteg     1919-1945
#> 5799             Bern        Apartment noteg     2006-2010
#> 5800             Bern        Apartment noteg     2016-2024
#> 5801             Bern        Apartment noteg     1971-1980
#> 5802             Bern        Apartment    eg     2016-2024
#> 5803             Bern        Apartment noteg     1961-1970
#> 5804             Bern     Single house           2001-2005
#> 5805             Bern        Apartment    eg     2016-2024
#> 5806             Bern        Apartment noteg     2016-2024
#> 5807             Bern     Single house           1946-1960
#> 5808             Bern        Apartment noteg     1981-1990
#> 5809             Bern        Apartment noteg     1991-2000
#> 5810             Bern        Apartment    eg     2016-2024
#> 5811             Bern       Attic flat noteg     2001-2005
#> 5812             Bern        Apartment noteg     1981-1990
#> 5813             Bern        Apartment noteg     2011-2015
#> 5814             Bern       Attic flat noteg     2016-2024
#> 5815             Bern       Attic flat noteg     2016-2024
#> 5816             Bern        Apartment noteg     2001-2005
#> 5817             Bern        Apartment noteg     2016-2024
#> 5818             Bern        Apartment noteg     2016-2024
#> 5819             Bern             Loft    eg     2016-2024
#> 5820             Bern        Apartment noteg     1991-2000
#> 5821             Bern     Terrace flat    eg     1981-1990
#> 5822             Bern     Single house           1946-1960
#> 5823             Bern        Apartment noteg     1971-1980
#> 5824             Bern       Attic flat noteg     1971-1980
#> 5825             Bern            Villa           1981-1990
#> 5826             Bern        Apartment    eg     1981-1990
#> 5827             Bern            Villa              0-1919
#> 5828             Bern     Single house           1946-1960
#> 5829             Bern     Single house           1946-1960
#> 5830             Bern     Single house              0-1919
#> 5831             Bern     Single house           1981-1990
#> 5832             Bern     Single house           1961-1970
#> 5833             Bern     Single house              0-1919
#> 5834             Bern     Single house           2016-2024
#> 5835             Bern     Single house           2016-2024
#> 5836             Bern     Single house           2016-2024
#> 5837             Bern     Single house           2016-2024
#> 5838             Bern     Single house              0-1919
#> 5839        Neuchatel       Attic flat noteg     2016-2024
#> 5840        Neuchatel     Single house           2016-2024
#> 5841        Neuchatel        Apartment noteg     2016-2024
#> 5842        Neuchatel     Single house           2016-2024
#> 5843        Neuchatel     Single house           2016-2024
#> 5844        Neuchatel            Villa           2016-2024
#> 5845        Neuchatel     Single house           2016-2024
#> 5846        Neuchatel     Single house           1971-1980
#> 5847        Neuchatel        Apartment noteg     2016-2024
#> 5848        Neuchatel        Apartment noteg     2016-2024
#> 5849        Neuchatel     Single house           1981-1990
#> 5850        Neuchatel     Single house           2006-2010
#> 5851        Neuchatel Bifamiliar house              0-1919
#> 5852        Neuchatel Bifamiliar house           2016-2024
#> 5853        Neuchatel Bifamiliar house           2016-2024
#> 5854        Neuchatel     Single house              0-1919
#> 5855        Neuchatel Bifamiliar house           2016-2024
#> 5856        Neuchatel            Villa           1971-1980
#> 5857             Bern        Apartment    eg     2016-2024
#> 5858             Bern        Apartment noteg     2016-2024
#> 5859             Bern     Single house           1946-1960
#> 5860             Bern     Single house           1981-1990
#> 5861             Bern     Single house           1961-1970
#> 5862             Bern     Single house           2001-2005
#> 5863             Bern            Villa           1961-1970
#> 5864             Bern     Single house           1971-1980
#> 5865             Bern Bifamiliar house           1971-1980
#> 5866             Bern     Single house           1981-1990
#> 5867             Bern     Single house           1971-1980
#> 5868             Bern     Single house           1961-1970
#> 5869             Bern     Single house              0-1919
#> 5870             Bern     Single house           1971-1980
#> 5871             Bern     Single house           1971-1980
#> 5872             Bern     Single house           1971-1980
#> 5873        Solothurn        Apartment    eg     2016-2024
#> 5874        Solothurn        Apartment    eg     2016-2024
#> 5875        Solothurn     Single house           1971-1980
#> 5876        Solothurn        Apartment noteg     2011-2015
#> 5877        Solothurn Bifamiliar house           2016-2024
#> 5878        Solothurn     Terrace flat    eg     2016-2024
#> 5879        Solothurn     Single house           1919-1945
#> 5880        Solothurn     Single house           1919-1945
#> 5881        Solothurn        Apartment    eg     2016-2024
#> 5882        Solothurn        Apartment noteg     2016-2024
#> 5883        Solothurn     Terrace flat    eg     2016-2024
#> 5884        Solothurn        Apartment noteg     2016-2024
#> 5885        Solothurn     Terrace flat    eg     2016-2024
#> 5886        Solothurn     Terrace flat noteg     1991-2000
#> 5887        Solothurn        Apartment noteg     2016-2024
#> 5888        Solothurn        Apartment noteg     2016-2024
#> 5889        Solothurn       Attic flat noteg     2016-2024
#> 5890        Solothurn       Attic flat noteg     2016-2024
#> 5891        Solothurn     Single house           1991-2000
#> 5892        Solothurn        Apartment    eg     2016-2024
#> 5893        Solothurn        Apartment noteg     2016-2024
#> 5894        Solothurn        Apartment noteg     2016-2024
#> 5895        Solothurn        Apartment noteg     2016-2024
#> 5896        Solothurn     Terrace flat noteg     1971-1980
#> 5897        Solothurn     Single house           2006-2010
#> 5898        Solothurn        Apartment noteg     2016-2024
#> 5899        Solothurn            Villa           1919-1945
#> 5900        Solothurn        Apartment noteg     2016-2024
#> 5901        Solothurn        Apartment    eg     2016-2024
#> 5902        Solothurn     Single house           1946-1960
#> 5903        Solothurn Bifamiliar house           2016-2024
#> 5904        Solothurn        Apartment    eg     2016-2024
#> 5905        Solothurn        Apartment noteg     2016-2024
#> 5906        Solothurn     Terrace flat    eg     2016-2024
#> 5907        Solothurn       Attic flat noteg     2016-2024
#> 5908        Solothurn       Attic flat noteg     2016-2024
#> 5909        Solothurn     Terrace flat    eg     2016-2024
#> 5910        Solothurn        Apartment noteg     1991-2000
#> 5911        Solothurn     Single house           1946-1960
#> 5912        Solothurn     Single house           1946-1960
#> 5913        Solothurn        Apartment noteg     2016-2024
#> 5914        Solothurn        Apartment noteg     1991-2000
#> 5915        Solothurn        Apartment noteg     2016-2024
#> 5916        Solothurn        Apartment    eg     2016-2024
#> 5917        Solothurn        Apartment    eg     2016-2024
#> 5918        Solothurn     Terrace flat noteg     2016-2024
#> 5919        Solothurn        Apartment noteg     1971-1980
#> 5920        Solothurn        Apartment noteg     2016-2024
#> 5921        Solothurn     Single house           1971-1980
#> 5922        Solothurn        Apartment noteg     2016-2024
#> 5923        Solothurn       Attic flat noteg     2011-2015
#> 5924        Solothurn     Single house           1946-1960
#> 5925        Solothurn Bifamiliar house           1946-1960
#> 5926        Solothurn       Attic flat noteg     2016-2024
#> 5927        Solothurn Bifamiliar house           2016-2024
#> 5928             Bern Bifamiliar house           2016-2024
#> 5929             Bern        Apartment    eg     2006-2010
#> 5930             Bern     Single house           1981-1990
#> 5931             Bern     Single house              0-1919
#> 5932             Bern            Villa           2016-2024
#> 5933             Bern            Villa           2016-2024
#> 5934             Bern     Single house           1919-1945
#> 5935             Bern        Apartment noteg     2016-2024
#> 5936             Bern           Duplex noteg     2016-2024
#> 5937             Bern     Single house           2006-2010
#> 5938             Bern Bifamiliar house           2016-2024
#> 5939             Bern        Roof flat noteg     1991-2000
#> 5940             Bern        Apartment noteg     2016-2024
#> 5941             Bern     Single house              0-1919
#> 5942             Bern        Apartment noteg     2016-2024
#> 5943             Bern     Single house           1961-1970
#> 5944             Bern     Single house           1919-1945
#> 5945             Bern        Apartment noteg     2016-2024
#> 5946             Bern        Apartment    eg     2016-2024
#> 5947             Bern        Apartment noteg     2016-2024
#> 5948             Bern        Apartment noteg     2016-2024
#> 5949             Bern        Apartment noteg     1991-2000
#> 5950             Bern        Apartment    eg     2016-2024
#> 5951        Solothurn Bifamiliar house           1991-2000
#> 5952        Solothurn     Single house           2016-2024
#> 5953        Solothurn        Apartment noteg     2016-2024
#> 5954        Solothurn Bifamiliar house           1946-1960
#> 5955        Solothurn        Apartment    eg     2016-2024
#> 5956        Solothurn     Single house           1971-1980
#> 5957        Solothurn        Apartment noteg     2016-2024
#> 5958        Solothurn        Apartment    eg     2016-2024
#> 5959        Solothurn        Apartment noteg     2016-2024
#> 5960        Solothurn        Apartment    eg     2016-2024
#> 5961        Solothurn        Apartment    eg     2016-2024
#> 5962        Solothurn        Apartment noteg     2016-2024
#> 5963        Solothurn       Attic flat noteg     2016-2024
#> 5964             Bern Bifamiliar house              0-1919
#> 5965             Bern        Apartment    eg     2016-2024
#> 5966             Bern        Apartment noteg     2016-2024
#> 5967             Bern        Apartment noteg     1991-2000
#> 5968             Bern     Single house              0-1919
#> 5969             Bern     Terrace flat noteg     1971-1980
#> 5970             Bern        Apartment noteg     1971-1980
#> 5971             Bern     Single house           1961-1970
#> 5972             Bern Bifamiliar house           2016-2024
#> 5973             Bern     Single house           2016-2024
#> 5974             Bern       Farm house              0-1919
#> 5975             Bern     Single house           1991-2000
#> 5976             Bern        Apartment    eg     2016-2024
#> 5977             Bern        Apartment noteg     2011-2015
#> 5978             Bern        Apartment noteg     2016-2024
#> 5979             Bern        Apartment    eg     2016-2024
#> 5980             Bern            Villa           1991-2000
#> 5981             Bern        Apartment    eg     2016-2024
#> 5982             Bern        Apartment noteg     2016-2024
#> 5983             Bern            Villa           1961-1970
#> 5984             Bern       Attic flat noteg     2011-2015
#> 5985             Bern     Single house           1946-1960
#> 5986             Bern       Attic flat noteg     2016-2024
#> 5987             Bern       Attic flat noteg     2016-2024
#> 5988             Bern            Villa           1961-1970
#> 5989             Bern       Attic flat noteg     2016-2024
#> 5990             Bern        Apartment noteg     2016-2024
#> 5991             Bern     Single house           2016-2024
#> 5992             Bern     Rustic house           1946-1960
#> 5993             Bern     Single house           2016-2024
#> 5994             Bern        Apartment    eg     2016-2024
#> 5995             Bern           Duplex noteg     2001-2005
#> 5996             Bern        Apartment    eg     2016-2024
#> 5997             Bern        Apartment noteg     1991-2000
#> 5998             Bern        Apartment noteg     2001-2005
#> 5999             Bern     Single house           1981-1990
#> 6000             Bern        Apartment noteg     2016-2024
#> 6001             Bern Bifamiliar house           1971-1980
#> 6002             Bern        Apartment    eg     2016-2024
#> 6003             Bern     Single house           1961-1970
#> 6004             Bern        Apartment noteg     2016-2024
#> 6005             Bern     Single house           2001-2005
#> 6006             Bern        Roof flat noteg     2016-2024
#> 6007             Bern       Attic flat noteg     2016-2024
#> 6008             Bern        Apartment noteg     2016-2024
#> 6009             Bern        Apartment    eg     2016-2024
#> 6010             Bern Bifamiliar house           1991-2000
#> 6011             Bern        Apartment noteg     2006-2010
#> 6012             Bern        Apartment noteg     2016-2024
#> 6013             Bern        Apartment noteg     2016-2024
#> 6014             Bern        Apartment noteg     2016-2024
#> 6015             Bern     Single house           1981-1990
#> 6016             Bern       Attic flat noteg     2016-2024
#> 6017             Bern        Apartment noteg     2016-2024
#> 6018             Bern     Single house           1981-1990
#> 6019             Bern        Apartment noteg     2016-2024
#> 6020             Bern     Single house           1981-1990
#> 6021             Bern       Attic flat noteg     2016-2024
#> 6022             Bern        Apartment    eg     1981-1990
#> 6023             Bern        Apartment noteg     2016-2024
#> 6024             Bern            Villa           1981-1990
#> 6025             Bern     Single house           2016-2024
#> 6026             Bern        Apartment noteg     2016-2024
#> 6027             Bern        Apartment noteg     1981-1990
#> 6028             Bern        Apartment noteg     2006-2010
#> 6029             Bern        Apartment noteg     1991-2000
#> 6030             Bern     Single house           2001-2005
#> 6031             Bern           Duplex noteg     1991-2000
#> 6032             Bern        Apartment noteg     2006-2010
#> 6033             Bern     Single house           1981-1990
#> 6034             Bern       Attic flat noteg     1971-1980
#> 6035             Bern        Apartment noteg     1971-1980
#> 6036             Bern        Apartment    eg     2011-2015
#> 6037             Bern        Apartment    eg     2016-2024
#> 6038             Bern        Apartment noteg     1981-1990
#> 6039             Bern        Apartment    eg     2016-2024
#> 6040             Bern           Duplex noteg     1981-1990
#> 6041             Bern           Duplex noteg     1981-1990
#> 6042             Bern     Single house           1991-2000
#> 6043             Bern        Apartment noteg     2016-2024
#> 6044             Bern        Apartment noteg     2016-2024
#> 6045             Bern        Apartment noteg     2016-2024
#> 6046             Bern       Attic flat noteg     2016-2024
#> 6047             Bern       Attic flat noteg     2016-2024
#> 6048             Bern        Apartment noteg     1981-1990
#> 6049             Bern     Single house           1971-1980
#> 6050             Bern        Apartment    eg     2016-2024
#> 6051             Bern     Single house           2011-2015
#> 6052             Bern     Single house              0-1919
#> 6053             Bern     Single house           1981-1990
#> 6054             Bern     Single house           1991-2000
#> 6055             Bern     Single house           1961-1970
#> 6056             Bern        Apartment noteg     2016-2024
#> 6057             Bern        Roof flat noteg     2016-2024
#> 6058             Bern     Single house           1919-1945
#> 6059             Bern     Single house           2016-2024
#> 6060             Bern     Single house           1971-1980
#> 6061             Bern            Villa           1981-1990
#> 6062             Bern     Single house           1946-1960
#> 6063             Bern            Villa           2006-2010
#> 6064             Bern     Single house           2001-2005
#> 6065             Bern     Single house              0-1919
#> 6066             Bern     Single house           2001-2005
#> 6067             Bern     Single house              0-1919
#> 6068             Bern        Apartment noteg     1971-1980
#> 6069             Bern           Duplex noteg     1971-1980
#> 6070             Bern     Single house           2016-2024
#> 6071             Bern     Single house           2016-2024
#> 6072             Bern            Villa           1946-1960
#> 6073             Bern            Villa           1946-1960
#> 6074             Bern Bifamiliar house           2016-2024
#> 6075             Bern Bifamiliar house           2016-2024
#> 6076             Bern        Apartment noteg     2016-2024
#> 6077             Bern        Apartment noteg     2016-2024
#> 6078             Bern       Attic flat noteg     2016-2024
#> 6079             Bern       Attic flat noteg     2016-2024
#> 6080             Bern        Apartment noteg     2016-2024
#> 6081             Bern        Apartment noteg     2016-2024
#> 6082             Bern     Single house           1946-1960
#> 6083             Bern     Single house              0-1919
#> 6084             Bern        Apartment noteg     2006-2010
#> 6085             Bern     Single house           1946-1960
#> 6086             Bern        Apartment noteg     1981-1990
#> 6087             Bern     Single house              0-1919
#> 6088             Bern     Single house              0-1919
#> 6089             Jura        Apartment    eg     2016-2024
#> 6090             Jura             Loft    eg     2016-2024
#> 6091             Jura       Farm house              0-1919
#> 6092             Bern     Single house              0-1919
#> 6093             Jura     Single house           1919-1945
#> 6094             Jura     Single house              0-1919
#> 6095             Jura     Single house              0-1919
#> 6096             Bern     Single house           1919-1945
#> 6097             Bern     Single house           2016-2024
#> 6098             Bern        Apartment    eg     2016-2024
#> 6099             Bern     Single house           1919-1945
#> 6100             Bern     Single house           1981-1990
#> 6101             Bern            Villa           2016-2024
#> 6102             Bern     Single house           2016-2024
#> 6103             Bern       Farm house              0-1919
#> 6104             Bern        Apartment noteg     2016-2024
#> 6105             Bern        Apartment noteg     1991-2000
#> 6106             Bern     Single house           2016-2024
#> 6107             Bern     Single house              0-1919
#> 6108             Bern     Single house           1981-1990
#> 6109             Bern     Single house           2016-2024
#> 6110             Bern     Single house           1971-1980
#> 6111             Bern        Apartment noteg     2016-2024
#> 6112             Bern     Single house           1991-2000
#> 6113             Bern        Apartment noteg     2016-2024
#> 6114             Bern            Villa           2006-2010
#> 6115             Bern            Villa           2006-2010
#> 6116             Bern     Single house           2016-2024
#> 6117             Bern     Single house           2016-2024
#> 6118             Bern     Single house           1961-1970
#> 6119             Bern     Single house           2016-2024
#> 6120             Bern       Attic flat noteg     2016-2024
#> 6121             Bern Bifamiliar house           1961-1970
#> 6122             Bern        Apartment noteg     1991-2000
#> 6123             Bern        Apartment noteg     2016-2024
#> 6124             Bern       Attic flat noteg     1981-1990
#> 6125             Bern        Apartment    eg     2016-2024
#> 6126             Bern        Apartment noteg     1981-1990
#> 6127             Bern        Apartment noteg     1991-2000
#> 6128             Bern            Villa           2011-2015
#> 6129             Bern        Apartment noteg     1981-1990
#> 6130             Bern     Single house           1946-1960
#> 6131             Bern            Villa           1981-1990
#> 6132             Bern     Terrace flat noteg     1991-2000
#> 6133             Bern     Single house           1971-1980
#> 6134             Bern     Single house           1961-1970
#> 6135             Bern     Single house           1961-1970
#> 6136             Bern     Single house           1981-1990
#> 6137             Bern     Single house              0-1919
#> 6138             Bern     Single house              0-1919
#> 6139             Jura Bifamiliar house           1946-1960
#> 6140             Jura        Roof flat noteg     1991-2000
#> 6141             Jura       Attic flat noteg     2016-2024
#> 6142             Jura        Apartment noteg     2016-2024
#> 6143             Jura       Attic flat noteg     1981-1990
#> 6144             Jura        Apartment noteg     2016-2024
#> 6145             Jura       Attic flat noteg     2011-2015
#> 6146             Jura       Attic flat noteg     2011-2015
#> 6147             Jura       Attic flat noteg     2016-2024
#> 6148             Jura        Apartment noteg     2011-2015
#> 6149             Jura        Apartment noteg     2016-2024
#> 6150             Jura        Apartment    eg     2011-2015
#> 6151             Jura        Apartment noteg     2011-2015
#> 6152             Jura        Apartment noteg     2016-2024
#> 6153             Jura        Apartment noteg     1981-1990
#> 6154             Jura        Apartment noteg     2006-2010
#> 6155             Jura        Apartment noteg     1971-1980
#> 6156             Jura        Apartment noteg     2016-2024
#> 6157             Jura        Apartment noteg     1981-1990
#> 6158             Jura        Apartment noteg     2016-2024
#> 6159             Jura        Apartment noteg     2011-2015
#> 6160             Jura        Apartment noteg     1991-2000
#> 6161             Jura       Attic flat noteg     2011-2015
#> 6162             Jura     Single house           1961-1970
#> 6163             Jura Bifamiliar house              0-1919
#> 6164             Jura     Single house           1991-2000
#> 6165             Jura            Villa           2001-2005
#> 6166             Jura        Apartment noteg     1981-1990
#> 6167             Jura        Apartment noteg     2016-2024
#> 6168             Jura        Apartment noteg     2006-2010
#> 6169             Jura        Apartment noteg     2011-2015
#> 6170             Jura        Apartment noteg     2016-2024
#> 6171             Jura Bifamiliar house              0-1919
#> 6172             Jura        Apartment noteg     1991-2000
#> 6173             Jura        Apartment noteg     2016-2024
#> 6174             Jura Bifamiliar house           2011-2015
#> 6175             Jura        Apartment noteg     2016-2024
#> 6176             Jura       Attic flat noteg     2016-2024
#> 6177             Jura        Apartment noteg     2016-2024
#> 6178             Jura     Single house           1919-1945
#> 6179             Jura            Villa           1991-2000
#> 6180             Jura        Apartment noteg     2016-2024
#> 6181             Jura        Apartment noteg     2016-2024
#> 6182             Jura     Single house           1961-1970
#> 6183             Jura       Farm house              0-1919
#> 6184             Jura     Single house              0-1919
#> 6185             Jura     Single house           1971-1980
#> 6186             Jura     Single house           1946-1960
#> 6187             Jura     Single house           1946-1960
#> 6188             Jura     Single house           2016-2024
#> 6189             Jura     Single house           1971-1980
#> 6190             Jura     Single house           1961-1970
#> 6191             Jura     Single house           1971-1980
#> 6192             Jura     Single house           1991-2000
#> 6193 Basel-Landschaft     Single house           1971-1980
#> 6194             Jura        Apartment noteg     2016-2024
#> 6195             Jura     Single house           1991-2000
#> 6196             Jura     Single house           1946-1960
#> 6197             Jura     Single house           1971-1980
#> 6198             Jura        Apartment noteg     2016-2024
#> 6199             Jura     Single house           1961-1970
#> 6200             Jura        Apartment noteg     2016-2024
#> 6201             Jura        Apartment noteg     2016-2024
#> 6202             Jura       Attic flat noteg     2016-2024
#> 6203             Jura        Apartment noteg     1971-1980
#> 6204             Jura        Apartment    eg     2016-2024
#> 6205             Jura        Apartment    eg     2016-2024
#> 6206             Jura     Single house           2011-2015
#> 6207             Jura        Apartment noteg     2016-2024
#> 6208             Jura        Apartment    eg     2016-2024
#> 6209             Jura        Apartment noteg     2016-2024
#> 6210             Jura           Duplex noteg     2016-2024
#> 6211             Jura        Apartment noteg     2016-2024
#> 6212             Jura        Apartment noteg     2016-2024
#> 6213             Jura           Duplex noteg     2016-2024
#> 6214             Jura        Apartment noteg     2016-2024
#> 6215             Jura           Duplex noteg     2016-2024
#> 6216             Jura        Apartment noteg     2016-2024
#> 6217             Jura        Apartment    eg     2016-2024
#> 6218             Jura        Apartment    eg     2016-2024
#> 6219             Jura        Apartment noteg     2016-2024
#> 6220             Jura     Single house           2016-2024
#> 6221             Jura     Single house           2016-2024
#> 6222             Jura            Villa           1981-1990
#> 6223             Jura        Apartment noteg     2016-2024
#> 6224             Jura        Apartment    eg     2016-2024
#> 6225             Jura        Apartment noteg     2016-2024
#> 6226             Jura        Apartment noteg     2011-2015
#> 6227             Jura        Apartment noteg     2016-2024
#> 6228             Jura        Apartment noteg     2016-2024
#> 6229             Jura        Apartment noteg     1961-1970
#> 6230             Jura       Attic flat noteg     2016-2024
#> 6231             Jura        Apartment    eg     2016-2024
#> 6232             Jura     Single house           1961-1970
#> 6233             Jura        Apartment noteg     2011-2015
#> 6234             Jura       Attic flat noteg     2011-2015
#> 6235             Jura       Attic flat noteg     2011-2015
#> 6236             Jura       Attic flat noteg     2016-2024
#> 6237             Jura     Single house           2006-2010
#> 6238             Jura        Apartment noteg     2016-2024
#> 6239             Jura        Apartment noteg     2016-2024
#> 6240             Jura     Single house           2016-2024
#> 6241             Jura        Apartment noteg     2011-2015
#> 6242             Jura     Single house              0-1919
#> 6243             Jura        Apartment noteg     2001-2005
#> 6244             Jura        Apartment noteg     1991-2000
#> 6245             Jura        Apartment noteg     2006-2010
#> 6246             Jura     Single house           2016-2024
#> 6247             Jura           Duplex noteg     1991-2000
#> 6248             Jura       Attic flat noteg     2016-2024
#> 6249             Jura        Apartment noteg     2016-2024
#>                      Community Canton_code  lon  lat
#> 1                     Lausanne          VD 6.70 46.6
#> 2                     Lausanne          VD 6.70 46.6
#> 3                     Lausanne          VD 6.70 46.6
#> 4                     Lausanne          VD 6.70 46.6
#> 5                     Lausanne          VD 6.70 46.6
#> 6                     Lausanne          VD 6.70 46.6
#> 7                     Lausanne          VD 6.70 46.6
#> 8                     Lausanne          VD 6.62 46.5
#> 9                     Lausanne          VD 6.62 46.5
#> 10                    Lausanne          VD 6.62 46.5
#> 11                    Lausanne          VD 6.62 46.5
#> 12                    Lausanne          VD 6.62 46.5
#> 13                    Lausanne          VD 6.62 46.5
#> 14                    Lausanne          VD 6.62 46.5
#> 15                    Lausanne          VD 6.62 46.5
#> 16                    Lausanne          VD 6.62 46.5
#> 17                    Lausanne          VD 6.62 46.5
#> 18                    Lausanne          VD 6.62 46.5
#> 19                    Lausanne          VD 6.62 46.5
#> 20                    Lausanne          VD 6.62 46.5
#> 21                    Lausanne          VD 6.62 46.5
#> 22                    Lausanne          VD 6.62 46.5
#> 23                    Lausanne          VD 6.62 46.5
#> 24                    Lausanne          VD 6.62 46.5
#> 25                    Lausanne          VD 6.62 46.5
#> 26                    Lausanne          VD 6.62 46.5
#> 27                    Lausanne          VD 6.62 46.5
#> 28                    Lausanne          VD 6.62 46.5
#> 29                    Lausanne          VD 6.62 46.5
#> 30                    Lausanne          VD 6.62 46.5
#> 31                    Lausanne          VD 6.62 46.5
#> 32                    Lausanne          VD 6.62 46.5
#> 33                    Lausanne          VD 6.64 46.5
#> 34                    Lausanne          VD 6.64 46.5
#> 35                    Lausanne          VD 6.64 46.5
#> 36                    Lausanne          VD 6.64 46.5
#> 37                    Lausanne          VD 6.64 46.5
#> 38                    Lausanne          VD 6.61 46.5
#> 39                    Lausanne          VD 6.61 46.5
#> 40                    Lausanne          VD 6.61 46.5
#> 41                    Lausanne          VD 6.61 46.5
#> 42                    Lausanne          VD 6.61 46.5
#> 43             Jouxtens-Mézery          VD 6.60 46.6
#> 44             Jouxtens-Mézery          VD 6.60 46.6
#> 45             Jouxtens-Mézery          VD 6.60 46.6
#> 46             Jouxtens-Mézery          VD 6.60 46.6
#> 47             Jouxtens-Mézery          VD 6.60 46.6
#> 48             Jouxtens-Mézery          VD 6.60 46.6
#> 49             Jouxtens-Mézery          VD 6.60 46.6
#> 50             Jouxtens-Mézery          VD 6.60 46.6
#> 51             Jouxtens-Mézery          VD 6.60 46.6
#> 52             Jouxtens-Mézery          VD 6.60 46.6
#> 53             Jouxtens-Mézery          VD 6.60 46.6
#> 54             Jouxtens-Mézery          VD 6.60 46.6
#> 55             Jouxtens-Mézery          VD 6.60 46.6
#> 56             Jouxtens-Mézery          VD 6.60 46.6
#> 57             Jouxtens-Mézery          VD 6.60 46.6
#> 58             Jouxtens-Mézery          VD 6.60 46.6
#> 59             Jouxtens-Mézery          VD 6.60 46.6
#> 60             Jouxtens-Mézery          VD 6.60 46.6
#> 61             Jouxtens-Mézery          VD 6.60 46.6
#> 62             Jouxtens-Mézery          VD 6.60 46.6
#> 63             Jouxtens-Mézery          VD 6.60 46.6
#> 64             Jouxtens-Mézery          VD 6.60 46.6
#> 65             Jouxtens-Mézery          VD 6.60 46.6
#> 66             Jouxtens-Mézery          VD 6.60 46.6
#> 67             Jouxtens-Mézery          VD 6.60 46.6
#> 68             Jouxtens-Mézery          VD 6.60 46.6
#> 69             Jouxtens-Mézery          VD 6.60 46.6
#> 70             Jouxtens-Mézery          VD 6.60 46.6
#> 71             Jouxtens-Mézery          VD 6.60 46.6
#> 72             Jouxtens-Mézery          VD 6.60 46.6
#> 73             Jouxtens-Mézery          VD 6.60 46.6
#> 74             Jouxtens-Mézery          VD 6.60 46.6
#> 75             Jouxtens-Mézery          VD 6.60 46.6
#> 76             Jouxtens-Mézery          VD 6.60 46.6
#> 77             Jouxtens-Mézery          VD 6.60 46.6
#> 78                       Pully          VD 6.66 46.5
#> 79                       Pully          VD 6.66 46.5
#> 80                       Pully          VD 6.66 46.5
#> 81                       Pully          VD 6.66 46.5
#> 82                       Pully          VD 6.66 46.5
#> 83                       Pully          VD 6.66 46.5
#> 84                       Pully          VD 6.66 46.5
#> 85                       Pully          VD 6.66 46.5
#> 86                       Pully          VD 6.66 46.5
#> 87                       Pully          VD 6.66 46.5
#> 88                       Pully          VD 6.66 46.5
#> 89                       Pully          VD 6.66 46.5
#> 90                       Pully          VD 6.66 46.5
#> 91                       Pully          VD 6.66 46.5
#> 92                       Pully          VD 6.66 46.5
#> 93                       Pully          VD 6.66 46.5
#> 94                       Pully          VD 6.66 46.5
#> 95                       Pully          VD 6.66 46.5
#> 96                       Pully          VD 6.66 46.5
#> 97                       Pully          VD 6.66 46.5
#> 98                       Pully          VD 6.66 46.5
#> 99                       Pully          VD 6.66 46.5
#> 100                      Pully          VD 6.66 46.5
#> 101                      Pully          VD 6.66 46.5
#> 102                      Pully          VD 6.66 46.5
#> 103                      Pully          VD 6.66 46.5
#> 104                      Pully          VD 6.66 46.5
#> 105                      Pully          VD 6.66 46.5
#> 106                      Pully          VD 6.66 46.5
#> 107                      Pully          VD 6.66 46.5
#> 108                      Pully          VD 6.66 46.5
#> 109                      Pully          VD 6.66 46.5
#> 110                      Pully          VD 6.66 46.5
#> 111                      Pully          VD 6.66 46.5
#> 112                      Pully          VD 6.66 46.5
#> 113                      Pully          VD 6.66 46.5
#> 114                   Lausanne          VD 6.66 46.5
#> 115                   Lausanne          VD 6.66 46.5
#> 116                   Lausanne          VD 6.66 46.5
#> 117                   Lausanne          VD 6.66 46.5
#> 118                   Lausanne          VD 6.66 46.5
#> 119                   Lausanne          VD 6.66 46.5
#> 120                   Lausanne          VD 6.66 46.5
#> 121                   Lausanne          VD 6.66 46.5
#> 122                   Lausanne          VD 6.66 46.5
#> 123                   Lausanne          VD 6.66 46.5
#> 124                   Lausanne          VD 6.66 46.5
#> 125                   Lausanne          VD 6.66 46.5
#> 126                   Lausanne          VD 6.66 46.5
#> 127                   Lausanne          VD 6.66 46.5
#> 128                   Lausanne          VD 6.66 46.5
#> 129                   Lausanne          VD 6.66 46.5
#> 130                   Lausanne          VD 6.66 46.5
#> 131                   Lausanne          VD 6.66 46.5
#> 132                   Lausanne          VD 6.66 46.5
#> 133                   Lausanne          VD 6.66 46.5
#> 134                   Lausanne          VD 6.66 46.5
#> 135                   Lausanne          VD 6.66 46.5
#> 136                   Lausanne          VD 6.66 46.5
#> 137                   Lausanne          VD 6.66 46.5
#> 138                   Lausanne          VD 6.66 46.5
#> 139                   Lausanne          VD 6.66 46.5
#> 140                   Lausanne          VD 6.66 46.5
#> 141                   Lausanne          VD 6.66 46.5
#> 142                   Lausanne          VD 6.66 46.5
#> 143                   Lausanne          VD 6.66 46.5
#> 144                   Lausanne          VD 6.66 46.5
#> 145                   Lausanne          VD 6.66 46.5
#> 146                   Lausanne          VD 6.66 46.5
#> 147                   Lausanne          VD 6.66 46.5
#> 148                   Lausanne          VD 6.66 46.5
#> 149                   Lausanne          VD 6.66 46.5
#> 150                   Lausanne          VD 6.66 46.5
#> 151                   Lausanne          VD 6.66 46.5
#> 152                   Lausanne          VD 6.66 46.5
#> 153                   Lausanne          VD 6.66 46.5
#> 154                   Lausanne          VD 6.66 46.5
#> 155                   Lausanne          VD 6.66 46.5
#> 156                   Lausanne          VD 6.66 46.5
#> 157                   Lausanne          VD 6.66 46.5
#> 158                   Lausanne          VD 6.66 46.5
#> 159                   Lausanne          VD 6.66 46.5
#> 160                   Lausanne          VD 6.66 46.5
#> 161                   Lausanne          VD 6.66 46.5
#> 162                   Lausanne          VD 6.63 46.5
#> 163                   Lausanne          VD 6.63 46.5
#> 164                   Lausanne          VD 6.63 46.5
#> 165                   Lausanne          VD 6.63 46.5
#> 166                   Lausanne          VD 6.63 46.5
#> 167                   Lausanne          VD 6.63 46.5
#> 168                   Lausanne          VD 6.63 46.5
#> 169                   Lausanne          VD 6.63 46.5
#> 170                   Lausanne          VD 6.63 46.5
#> 171                   Lausanne          VD 6.63 46.5
#> 172                   Lausanne          VD 6.63 46.5
#> 173                   Lausanne          VD 6.63 46.5
#> 174                   Lausanne          VD 6.63 46.5
#> 175                   Lausanne          VD 6.63 46.5
#> 176                   Lausanne          VD 6.63 46.5
#> 177                   Lausanne          VD 6.63 46.5
#> 178                   Lausanne          VD 6.63 46.5
#> 179                   Lausanne          VD 6.63 46.5
#> 180                   Lausanne          VD 6.63 46.5
#> 181                Renens (VD)          VD 6.59 46.5
#> 182                Renens (VD)          VD 6.59 46.5
#> 183                Renens (VD)          VD 6.59 46.5
#> 184                Renens (VD)          VD 6.59 46.5
#> 185                Renens (VD)          VD 6.59 46.5
#> 186                Renens (VD)          VD 6.59 46.5
#> 187                Renens (VD)          VD 6.59 46.5
#> 188                Renens (VD)          VD 6.59 46.5
#> 189                Renens (VD)          VD 6.59 46.5
#> 190                Renens (VD)          VD 6.59 46.5
#> 191                Renens (VD)          VD 6.59 46.5
#> 192                Renens (VD)          VD 6.59 46.5
#> 193                Renens (VD)          VD 6.59 46.5
#> 194                Renens (VD)          VD 6.59 46.5
#> 195                Renens (VD)          VD 6.59 46.5
#> 196      Chavannes-près-Renens          VD 6.58 46.5
#> 197      Chavannes-près-Renens          VD 6.58 46.5
#> 198      Chavannes-près-Renens          VD 6.58 46.5
#> 199      Chavannes-près-Renens          VD 6.58 46.5
#> 200      Chavannes-près-Renens          VD 6.58 46.5
#> 201      Chavannes-près-Renens          VD 6.58 46.5
#> 202      Chavannes-près-Renens          VD 6.58 46.5
#> 203      Chavannes-près-Renens          VD 6.58 46.5
#> 204                   Crissier          VD 6.58 46.6
#> 205                   Crissier          VD 6.58 46.6
#> 206                   Crissier          VD 6.58 46.6
#> 207                   Crissier          VD 6.58 46.6
#> 208                   Crissier          VD 6.58 46.6
#> 209                   Crissier          VD 6.58 46.6
#> 210                   Crissier          VD 6.58 46.6
#> 211                   Crissier          VD 6.58 46.6
#> 212                   Crissier          VD 6.58 46.6
#> 213                   Crissier          VD 6.58 46.6
#> 214                   Crissier          VD 6.58 46.6
#> 215              Ecublens (VD)          VD 6.56 46.5
#> 216              Ecublens (VD)          VD 6.56 46.5
#> 217              Ecublens (VD)          VD 6.56 46.5
#> 218              Ecublens (VD)          VD 6.56 46.5
#> 219              Ecublens (VD)          VD 6.56 46.5
#> 220              Ecublens (VD)          VD 6.56 46.5
#> 221              Ecublens (VD)          VD 6.56 46.5
#> 222         Saint-Sulpice (VD)          VD 6.56 46.5
#> 223         Saint-Sulpice (VD)          VD 6.56 46.5
#> 224         Saint-Sulpice (VD)          VD 6.56 46.5
#> 225         Saint-Sulpice (VD)          VD 6.56 46.5
#> 226         Saint-Sulpice (VD)          VD 6.56 46.5
#> 227                     Denges          VD 6.54 46.5
#> 228                     Denges          VD 6.54 46.5
#> 229                     Denges          VD 6.54 46.5
#> 230                     Denges          VD 6.54 46.5
#> 231                     Denges          VD 6.54 46.5
#> 232                     Denges          VD 6.54 46.5
#> 233                     Denges          VD 6.54 46.5
#> 234                     Denges          VD 6.54 46.5
#> 235                     Denges          VD 6.54 46.5
#> 236                     Denges          VD 6.54 46.5
#> 237                     Denges          VD 6.54 46.5
#> 238                     Denges          VD 6.54 46.5
#> 239                     Denges          VD 6.54 46.5
#> 240                     Denges          VD 6.54 46.5
#> 241                     Denges          VD 6.54 46.5
#> 242                     Denges          VD 6.54 46.5
#> 243                     Denges          VD 6.54 46.5
#> 244                     Denges          VD 6.54 46.5
#> 245                      Lonay          VD 6.52 46.5
#> 246                      Lonay          VD 6.52 46.5
#> 247                      Lonay          VD 6.52 46.5
#> 248                      Lonay          VD 6.52 46.5
#> 249                      Lonay          VD 6.52 46.5
#> 250                      Lonay          VD 6.52 46.5
#> 251                      Lonay          VD 6.52 46.5
#> 252                Préverenges          VD 6.53 46.5
#> 253                Préverenges          VD 6.53 46.5
#> 254                Préverenges          VD 6.53 46.5
#> 255                Préverenges          VD 6.53 46.5
#> 256                Préverenges          VD 6.53 46.5
#> 257                Préverenges          VD 6.53 46.5
#> 258                Préverenges          VD 6.53 46.5
#> 259       Villars-Sainte-Croix          VD 6.56 46.6
#> 260       Villars-Sainte-Croix          VD 6.56 46.6
#> 261       Villars-Sainte-Croix          VD 6.56 46.6
#> 262                   Bussigny          VD 6.55 46.6
#> 263                   Bussigny          VD 6.55 46.6
#> 264                   Bussigny          VD 6.55 46.6
#> 265                   Bussigny          VD 6.55 46.6
#> 266                   Bussigny          VD 6.55 46.6
#> 267                   Bussigny          VD 6.55 46.6
#> 268                   Bussigny          VD 6.55 46.6
#> 269                   Bussigny          VD 6.55 46.6
#> 270                   Bussigny          VD 6.55 46.6
#> 271                   Bussigny          VD 6.55 46.6
#> 272                   Bussigny          VD 6.55 46.6
#> 273                   Bussigny          VD 6.55 46.6
#> 274                   Bussigny          VD 6.55 46.6
#> 275                   Bussigny          VD 6.55 46.6
#> 276                   Bussigny          VD 6.55 46.6
#> 277                   Mex (VD)          VD 6.56 46.6
#> 278                   Mex (VD)          VD 6.56 46.6
#> 279                   Mex (VD)          VD 6.56 46.6
#> 280                   Mex (VD)          VD 6.56 46.6
#> 281                   Mex (VD)          VD 6.56 46.6
#> 282                   Mex (VD)          VD 6.56 46.6
#> 283                   Mex (VD)          VD 6.56 46.6
#> 284                   Mex (VD)          VD 6.56 46.6
#> 285                   Lausanne          VD 6.61 46.6
#> 286                   Lausanne          VD 6.61 46.6
#> 287                   Lausanne          VD 6.61 46.6
#> 288                   Lausanne          VD 6.61 46.6
#> 289                   Lausanne          VD 6.61 46.6
#> 290                   Lausanne          VD 6.61 46.6
#> 291                   Lausanne          VD 6.61 46.6
#> 292                   Lausanne          VD 6.61 46.6
#> 293      Cheseaux-sur-Lausanne          VD 6.60 46.6
#> 294      Cheseaux-sur-Lausanne          VD 6.60 46.6
#> 295      Cheseaux-sur-Lausanne          VD 6.60 46.6
#> 296      Cheseaux-sur-Lausanne          VD 6.60 46.6
#> 297      Cheseaux-sur-Lausanne          VD 6.60 46.6
#> 298      Cheseaux-sur-Lausanne          VD 6.60 46.6
#> 299      Cheseaux-sur-Lausanne          VD 6.60 46.6
#> 300      Cheseaux-sur-Lausanne          VD 6.60 46.6
#> 301      Cheseaux-sur-Lausanne          VD 6.60 46.6
#> 302      Cheseaux-sur-Lausanne          VD 6.60 46.6
#> 303                   Boussens          VD 6.59 46.6
#> 304                   Boussens          VD 6.59 46.6
#> 305                   Boussens          VD 6.59 46.6
#> 306                   Boussens          VD 6.59 46.6
#> 307                   Boussens          VD 6.59 46.6
#> 308                   Boussens          VD 6.59 46.6
#> 309                   Bournens          VD 6.56 46.6
#> 310                   Bournens          VD 6.56 46.6
#> 311                   Bournens          VD 6.56 46.6
#> 312                   Bournens          VD 6.56 46.6
#> 313                   Bournens          VD 6.56 46.6
#> 314                   Bournens          VD 6.56 46.6
#> 315                   Bournens          VD 6.56 46.6
#> 316                   Bournens          VD 6.56 46.6
#> 317                   Bournens          VD 6.56 46.6
#> 318                   Bournens          VD 6.56 46.6
#> 319                   Bournens          VD 6.56 46.6
#> 320                   Bournens          VD 6.56 46.6
#> 321                   Bournens          VD 6.56 46.6
#> 322                   Bournens          VD 6.56 46.6
#> 323                    Sullens          VD 6.57 46.6
#> 324                    Sullens          VD 6.57 46.6
#> 325                    Sullens          VD 6.57 46.6
#> 326                    Sullens          VD 6.57 46.6
#> 327                    Sullens          VD 6.57 46.6
#> 328                    Sullens          VD 6.57 46.6
#> 329                    Sullens          VD 6.57 46.6
#> 330                    Sullens          VD 6.57 46.6
#> 331                 Etagnières          VD 6.61 46.6
#> 332                 Etagnières          VD 6.61 46.6
#> 333                    Bercher          VD 6.71 46.7
#> 334                    Bercher          VD 6.71 46.7
#> 335                    Bercher          VD 6.71 46.7
#> 336                    Bercher          VD 6.71 46.7
#> 337                    Bercher          VD 6.71 46.7
#> 338                    Bercher          VD 6.71 46.7
#> 339                  Echallens          VD 6.64 46.6
#> 340                  Echallens          VD 6.64 46.6
#> 341                  Echallens          VD 6.64 46.6
#> 342                  Echallens          VD 6.64 46.6
#> 343                  Echallens          VD 6.64 46.6
#> 344                  Echallens          VD 6.64 46.6
#> 345                  Echallens          VD 6.64 46.6
#> 346                  Echallens          VD 6.64 46.6
#> 347                  Echallens          VD 6.64 46.6
#> 348                  Echallens          VD 6.64 46.6
#> 349                  Echallens          VD 6.64 46.6
#> 350                  Echallens          VD 6.64 46.6
#> 351                  Echallens          VD 6.64 46.6
#> 352                  Echallens          VD 6.64 46.6
#> 353                  Echallens          VD 6.64 46.6
#> 354                  Echallens          VD 6.64 46.6
#> 355                  Echallens          VD 6.64 46.6
#> 356                  Echallens          VD 6.64 46.6
#> 357                  Echallens          VD 6.64 46.6
#> 358                  Echallens          VD 6.64 46.6
#> 359                  Echallens          VD 6.64 46.6
#> 360                  Echallens          VD 6.64 46.6
#> 361                    Bottens          VD 6.66 46.6
#> 362                    Bottens          VD 6.66 46.6
#> 363                    Bottens          VD 6.66 46.6
#> 364                    Bottens          VD 6.66 46.6
#> 365                    Bottens          VD 6.66 46.6
#> 366                    Bottens          VD 6.66 46.6
#> 367                    Bottens          VD 6.66 46.6
#> 368                    Bottens          VD 6.66 46.6
#> 369                    Bettens          VD 6.57 46.6
#> 370                    Bettens          VD 6.57 46.6
#> 371                    Bettens          VD 6.57 46.6
#> 372                    Bettens          VD 6.57 46.6
#> 373                    Bettens          VD 6.57 46.6
#> 374                    Bettens          VD 6.57 46.6
#> 375                    Bettens          VD 6.57 46.6
#> 376                        Fey          VD 6.68 46.7
#> 377                        Fey          VD 6.68 46.7
#> 378                        Fey          VD 6.68 46.7
#> 379                        Fey          VD 6.68 46.7
#> 380                      Ogens          VD 6.72 46.7
#> 381                     Oppens          VD 6.69 46.7
#> 382                   Lausanne          VD 6.67 46.6
#> 383                   Lausanne          VD 6.67 46.6
#> 384                   Lausanne          VD 6.67 46.6
#> 385                   Lausanne          VD 6.67 46.6
#> 386                   Lausanne          VD 6.67 46.6
#> 387                   Lausanne          VD 6.67 46.6
#> 388                   Lausanne          VD 6.67 46.6
#> 389                   Lausanne          VD 6.67 46.6
#> 390                   Lausanne          VD 6.67 46.6
#> 391                   Lausanne          VD 6.67 46.6
#> 392                   Lausanne          VD 6.67 46.6
#> 393                   Lausanne          VD 6.67 46.6
#> 394                   Lausanne          VD 6.67 46.6
#> 395                   Lausanne          VD 6.67 46.6
#> 396                   Lausanne          VD 6.67 46.6
#> 397                   Lausanne          VD 6.67 46.6
#> 398                   Lausanne          VD 6.67 46.6
#> 399                   Lausanne          VD 6.67 46.6
#> 400                   Lausanne          VD 6.67 46.6
#> 401                   Lausanne          VD 6.67 46.6
#> 402                   Lausanne          VD 6.67 46.6
#> 403                   Lausanne          VD 6.67 46.6
#> 404                   Lausanne          VD 6.67 46.6
#> 405                   Lausanne          VD 6.67 46.6
#> 406                   Lausanne          VD 6.67 46.6
#> 407                   Lausanne          VD 6.67 46.6
#> 408                   Lausanne          VD 6.67 46.6
#> 409                   Lausanne          VD 6.67 46.6
#> 410                   Lausanne          VD 6.67 46.6
#> 411                   Lausanne          VD 6.67 46.6
#> 412                   Lausanne          VD 6.67 46.6
#> 413                   Lausanne          VD 6.67 46.6
#> 414                   Lausanne          VD 6.67 46.6
#> 415                   Lausanne          VD 6.67 46.6
#> 416                   Lausanne          VD 6.67 46.6
#> 417                   Lausanne          VD 6.67 46.6
#> 418                   Lausanne          VD 6.67 46.6
#> 419                   Lausanne          VD 6.67 46.6
#> 420                   Lausanne          VD 6.67 46.6
#> 421                   Lausanne          VD 6.67 46.6
#> 422                   Lausanne          VD 6.67 46.6
#> 423                   Lausanne          VD 6.67 46.6
#> 424                   Lausanne          VD 6.67 46.6
#> 425       Bretigny-sur-Morrens          VD 6.65 46.6
#> 426       Bretigny-sur-Morrens          VD 6.65 46.6
#> 427       Bretigny-sur-Morrens          VD 6.65 46.6
#> 428       Bretigny-sur-Morrens          VD 6.65 46.6
#> 429       Bretigny-sur-Morrens          VD 6.65 46.6
#> 430       Bretigny-sur-Morrens          VD 6.65 46.6
#> 431               Morrens (VD)          VD 6.63 46.6
#> 432               Morrens (VD)          VD 6.63 46.6
#> 433                Froideville          VD 6.69 46.6
#> 434                Froideville          VD 6.69 46.6
#> 435                Froideville          VD 6.69 46.6
#> 436                Froideville          VD 6.69 46.6
#> 437              Jorat-Menthue          VD 6.71 46.6
#> 438                 Hermenches          VD 6.74 46.6
#> 439              Jorat-Menthue          VD 6.73 46.6
#> 440              Jorat-Menthue          VD 6.73 46.6
#> 441                    Boulens          VD 6.72 46.7
#> 442                  Epalinges          VD 6.67 46.6
#> 443                  Epalinges          VD 6.67 46.6
#> 444                  Epalinges          VD 6.67 46.6
#> 445                  Epalinges          VD 6.67 46.6
#> 446                  Epalinges          VD 6.67 46.6
#> 447                  Epalinges          VD 6.67 46.6
#> 448                  Epalinges          VD 6.67 46.6
#> 449                  Epalinges          VD 6.67 46.6
#> 450                  Epalinges          VD 6.67 46.6
#> 451                  Epalinges          VD 6.67 46.6
#> 452                  Epalinges          VD 6.67 46.6
#> 453                  Epalinges          VD 6.67 46.6
#> 454                  Epalinges          VD 6.67 46.6
#> 455                  Epalinges          VD 6.67 46.6
#> 456                  Epalinges          VD 6.67 46.6
#> 457                  Epalinges          VD 6.67 46.6
#> 458                  Epalinges          VD 6.67 46.6
#> 459                    Puidoux          VD 6.79 46.5
#> 460                    Puidoux          VD 6.79 46.5
#> 461                    Puidoux          VD 6.79 46.5
#> 462                    Puidoux          VD 6.79 46.5
#> 463                    Puidoux          VD 6.79 46.5
#> 464                    Puidoux          VD 6.79 46.5
#> 465                    Puidoux          VD 6.79 46.5
#> 466                    Puidoux          VD 6.79 46.5
#> 467                    Puidoux          VD 6.79 46.5
#> 468                    Puidoux          VD 6.79 46.5
#> 469                    Puidoux          VD 6.79 46.5
#> 470                    Puidoux          VD 6.79 46.5
#> 471                    Puidoux          VD 6.79 46.5
#> 472                    Puidoux          VD 6.79 46.5
#> 473                    Puidoux          VD 6.79 46.5
#> 474                    Puidoux          VD 6.79 46.5
#> 475                   Chexbres          VD 6.78 46.5
#> 476                   Chexbres          VD 6.78 46.5
#> 477                   Chexbres          VD 6.78 46.5
#> 478                   Chexbres          VD 6.78 46.5
#> 479                   Chexbres          VD 6.78 46.5
#> 480                   Chexbres          VD 6.78 46.5
#> 481                   Chexbres          VD 6.78 46.5
#> 482                   Chexbres          VD 6.78 46.5
#> 483                   Chexbres          VD 6.78 46.5
#> 484                   Chexbres          VD 6.78 46.5
#> 485                   Chexbres          VD 6.78 46.5
#> 486                   Chexbres          VD 6.78 46.5
#> 487                   Chexbres          VD 6.78 46.5
#> 488                   Chexbres          VD 6.78 46.5
#> 489                   Chexbres          VD 6.78 46.5
#> 490                   Chexbres          VD 6.78 46.5
#> 491             Forel (Lavaux)          VD 6.76 46.5
#> 492             Forel (Lavaux)          VD 6.76 46.5
#> 493             Forel (Lavaux)          VD 6.76 46.5
#> 494             Forel (Lavaux)          VD 6.76 46.5
#> 495             Forel (Lavaux)          VD 6.76 46.5
#> 496             Forel (Lavaux)          VD 6.76 46.5
#> 497             Forel (Lavaux)          VD 6.76 46.5
#> 498             Forel (Lavaux)          VD 6.76 46.5
#> 499             Forel (Lavaux)          VD 6.76 46.5
#> 500             Forel (Lavaux)          VD 6.76 46.5
#> 501             Forel (Lavaux)          VD 6.76 46.5
#> 502             Forel (Lavaux)          VD 6.76 46.5
#> 503             Forel (Lavaux)          VD 6.76 46.5
#> 504             Forel (Lavaux)          VD 6.76 46.5
#> 505             Forel (Lavaux)          VD 6.76 46.5
#> 506                    Savigny          VD 6.73 46.5
#> 507                    Savigny          VD 6.73 46.5
#> 508                    Savigny          VD 6.73 46.5
#> 509                    Savigny          VD 6.73 46.5
#> 510                    Savigny          VD 6.73 46.5
#> 511                    Savigny          VD 6.73 46.5
#> 512                    Savigny          VD 6.73 46.5
#> 513                    Savigny          VD 6.73 46.5
#> 514                    Savigny          VD 6.73 46.5
#> 515                    Savigny          VD 6.73 46.5
#> 516                    Savigny          VD 6.73 46.5
#> 517             Jorat-Mézières          VD 6.79 46.6
#> 518                    Servion          VD 6.78 46.6
#> 519                    Servion          VD 6.78 46.6
#> 520                    Servion          VD 6.78 46.6
#> 521                    Servion          VD 6.78 46.6
#> 522                    Servion          VD 6.78 46.6
#> 523                    Servion          VD 6.78 46.6
#> 524                    Servion          VD 6.78 46.6
#> 525                    Servion          VD 6.78 46.6
#> 526                       Oron          VD 6.79 46.6
#> 527                       Oron          VD 6.79 46.6
#> 528                       Oron          VD 6.79 46.6
#> 529                       Oron          VD 6.79 46.6
#> 530                       Oron          VD 6.79 46.6
#> 531                       Oron          VD 6.79 46.6
#> 532             Forel (Lavaux)          VD 6.76 46.6
#> 533             Forel (Lavaux)          VD 6.76 46.6
#> 534             Forel (Lavaux)          VD 6.76 46.6
#> 535              Montpreveyres          VD 6.74 46.6
#> 536              Montpreveyres          VD 6.74 46.6
#> 537              Montpreveyres          VD 6.74 46.6
#> 538         Corcelles-le-Jorat          VD 6.73 46.6
#> 539         Corcelles-le-Jorat          VD 6.73 46.6
#> 540             Jorat-Mézières          VD 6.76 46.6
#> 541             Jorat-Mézières          VD 6.76 46.6
#> 542                   Vulliens          VD 6.79 46.6
#> 543                   Vulliens          VD 6.79 46.6
#> 544              Ecublens (FR)          FR 6.80 46.6
#> 545                     Ropraz          VD 6.75 46.6
#> 546                     Ropraz          VD 6.75 46.6
#> 547                     Ropraz          VD 6.75 46.6
#> 548                      Lutry          VD 6.70 46.5
#> 549                      Lutry          VD 6.70 46.5
#> 550                      Lutry          VD 6.70 46.5
#> 551                      Lutry          VD 6.70 46.5
#> 552                      Lutry          VD 6.70 46.5
#> 553                      Lutry          VD 6.70 46.5
#> 554                      Lutry          VD 6.70 46.5
#> 555                      Lutry          VD 6.70 46.5
#> 556                      Lutry          VD 6.70 46.5
#> 557             Forel (Lavaux)          VD 6.74 46.5
#> 558             Forel (Lavaux)          VD 6.74 46.5
#> 559             Forel (Lavaux)          VD 6.74 46.5
#> 560       Belmont-sur-Lausanne          VD 6.69 46.5
#> 561       Belmont-sur-Lausanne          VD 6.69 46.5
#> 562       Belmont-sur-Lausanne          VD 6.69 46.5
#> 563       Belmont-sur-Lausanne          VD 6.69 46.5
#> 564       Belmont-sur-Lausanne          VD 6.69 46.5
#> 565       Belmont-sur-Lausanne          VD 6.69 46.5
#> 566       Belmont-sur-Lausanne          VD 6.69 46.5
#> 567       Belmont-sur-Lausanne          VD 6.69 46.5
#> 568       Belmont-sur-Lausanne          VD 6.69 46.5
#> 569       Belmont-sur-Lausanne          VD 6.69 46.5
#> 570       Belmont-sur-Lausanne          VD 6.69 46.5
#> 571       Belmont-sur-Lausanne          VD 6.69 46.5
#> 572       Belmont-sur-Lausanne          VD 6.69 46.5
#> 573       Belmont-sur-Lausanne          VD 6.69 46.5
#> 574       Belmont-sur-Lausanne          VD 6.69 46.5
#> 575       Belmont-sur-Lausanne          VD 6.69 46.5
#> 576       Belmont-sur-Lausanne          VD 6.69 46.5
#> 577       Belmont-sur-Lausanne          VD 6.69 46.5
#> 578       Belmont-sur-Lausanne          VD 6.69 46.5
#> 579       Belmont-sur-Lausanne          VD 6.69 46.5
#> 580       Belmont-sur-Lausanne          VD 6.69 46.5
#> 581       Belmont-sur-Lausanne          VD 6.69 46.5
#> 582       Belmont-sur-Lausanne          VD 6.69 46.5
#> 583       Belmont-sur-Lausanne          VD 6.69 46.5
#> 584                      Lutry          VD 6.69 46.5
#> 585                      Lutry          VD 6.69 46.5
#> 586                      Lutry          VD 6.69 46.5
#> 587                      Lutry          VD 6.69 46.5
#> 588                      Lutry          VD 6.69 46.5
#> 589                      Lutry          VD 6.69 46.5
#> 590                     Paudex          VD 6.67 46.5
#> 591                     Paudex          VD 6.67 46.5
#> 592                     Paudex          VD 6.67 46.5
#> 593                     Paudex          VD 6.67 46.5
#> 594                     Paudex          VD 6.67 46.5
#> 595                     Paudex          VD 6.68 46.5
#> 596                     Paudex          VD 6.68 46.5
#> 597                     Paudex          VD 6.68 46.5
#> 598                     Paudex          VD 6.68 46.5
#> 599                     Paudex          VD 6.68 46.5
#> 600                     Paudex          VD 6.68 46.5
#> 601                     Paudex          VD 6.68 46.5
#> 602                     Paudex          VD 6.68 46.5
#> 603                     Paudex          VD 6.68 46.5
#> 604                     Paudex          VD 6.68 46.5
#> 605                     Paudex          VD 6.68 46.5
#> 606                     Paudex          VD 6.68 46.5
#> 607            Bourg-en-Lavaux          VD 6.74 46.5
#> 608                    Puidoux          VD 6.76 46.5
#> 609                    Puidoux          VD 6.76 46.5
#> 610                    Puidoux          VD 6.76 46.5
#> 611                     Morges          VD 6.50 46.5
#> 612                     Morges          VD 6.50 46.5
#> 613                     Morges          VD 6.50 46.5
#> 614                     Morges          VD 6.50 46.5
#> 615                     Morges          VD 6.50 46.5
#> 616                     Morges          VD 6.50 46.5
#> 617                     Morges          VD 6.50 46.5
#> 618                     Morges          VD 6.50 46.5
#> 619                     Morges          VD 6.50 46.5
#> 620                     Morges          VD 6.50 46.5
#> 621                     Morges          VD 6.50 46.5
#> 622                     Morges          VD 6.50 46.5
#> 623                     Morges          VD 6.50 46.5
#> 624                     Morges          VD 6.50 46.5
#> 625                     Morges          VD 6.50 46.5
#> 626                     Morges          VD 6.50 46.5
#> 627                     Morges          VD 6.50 46.5
#> 628                     Morges          VD 6.50 46.5
#> 629                     Morges          VD 6.50 46.5
#> 630                     Morges          VD 6.50 46.5
#> 631                     Morges          VD 6.50 46.5
#> 632                     Morges          VD 6.50 46.5
#> 633                     Morges          VD 6.50 46.5
#> 634                     Morges          VD 6.50 46.5
#> 635                     Morges          VD 6.50 46.5
#> 636                     Morges          VD 6.50 46.5
#> 637                     Morges          VD 6.50 46.5
#> 638                     Morges          VD 6.50 46.5
#> 639                     Morges          VD 6.50 46.5
#> 640                     Morges          VD 6.50 46.5
#> 641                     Morges          VD 6.50 46.5
#> 642                     Morges          VD 6.50 46.5
#> 643                     Morges          VD 6.50 46.5
#> 644                     Morges          VD 6.50 46.5
#> 645                     Morges          VD 6.50 46.5
#> 646                  Echichens          VD 6.49 46.5
#> 647                  Echichens          VD 6.49 46.5
#> 648                  Echichens          VD 6.49 46.5
#> 649                  Echichens          VD 6.49 46.5
#> 650                  Echichens          VD 6.49 46.5
#> 651                  Echichens          VD 6.49 46.5
#> 652                  Echichens          VD 6.49 46.5
#> 653                  Echichens          VD 6.47 46.6
#> 654                  Echichens          VD 6.47 46.6
#> 655                 Vullierens          VD 6.48 46.6
#> 656                     Grancy          VD 6.46 46.6
#> 657                  Bremblens          VD 6.52 46.6
#> 658                  Bremblens          VD 6.52 46.6
#> 659                  Bremblens          VD 6.52 46.6
#> 660                  Bremblens          VD 6.52 46.6
#> 661                     Aclens          VD 6.51 46.6
#> 662                     Aclens          VD 6.51 46.6
#> 663                     Aclens          VD 6.51 46.6
#> 664                    Gollion          VD 6.51 46.6
#> 665                    Gollion          VD 6.51 46.6
#> 666                    Gollion          VD 6.51 46.6
#> 667                    Gollion          VD 6.51 46.6
#> 668                    Gollion          VD 6.51 46.6
#> 669                    Gollion          VD 6.51 46.6
#> 670                    Gollion          VD 6.51 46.6
#> 671                    Gollion          VD 6.51 46.6
#> 672                    Gollion          VD 6.51 46.6
#> 673                 Tolochenaz          VD 6.48 46.5
#> 674                 Tolochenaz          VD 6.48 46.5
#> 675                 Tolochenaz          VD 6.48 46.5
#> 676                 Tolochenaz          VD 6.48 46.5
#> 677                 Tolochenaz          VD 6.48 46.5
#> 678                 Tolochenaz          VD 6.48 46.5
#> 679                 Tolochenaz          VD 6.48 46.5
#> 680                     Chigny          VD 6.48 46.5
#> 681                    Ballens          VD 6.38 46.6
#> 682                      Bière          VD 6.31 46.5
#> 683                      Bière          VD 6.31 46.5
#> 684                      Bière          VD 6.31 46.5
#> 685                      Bière          VD 6.31 46.5
#> 686                      Bière          VD 6.31 46.5
#> 687                      Bière          VD 6.31 46.5
#> 688                      Bière          VD 6.31 46.5
#> 689                      Bière          VD 6.31 46.5
#> 690                      Bière          VD 6.31 46.5
#> 691                      Bière          VD 6.31 46.5
#> 692               Mollens (VD)          VD 6.36 46.6
#> 693                 Montricher          VD 6.36 46.6
#> 694                 Montricher          VD 6.36 46.6
#> 695        La Chaux (Cossonay)          VD 6.46 46.6
#> 696        La Chaux (Cossonay)          VD 6.46 46.6
#> 697        La Chaux (Cossonay)          VD 6.46 46.6
#> 698        La Chaux (Cossonay)          VD 6.46 46.6
#> 699        La Chaux (Cossonay)          VD 6.46 46.6
#> 700        La Chaux (Cossonay)          VD 6.46 46.6
#> 701        La Chaux (Cossonay)          VD 6.46 46.6
#> 702        La Chaux (Cossonay)          VD 6.46 46.6
#> 703                    Berolle          VD 6.33 46.6
#> 704                    Berolle          VD 6.33 46.6
#> 705                    Berolle          VD 6.33 46.6
#> 706                 Lully (VD)          VD 6.47 46.5
#> 707                 Lully (VD)          VD 6.47 46.5
#> 708                 Lully (VD)          VD 6.47 46.5
#> 709                 Lully (VD)          VD 6.47 46.5
#> 710                 Lully (VD)          VD 6.47 46.5
#> 711                 Lully (VD)          VD 6.47 46.5
#> 712                 Lully (VD)          VD 6.47 46.5
#> 713                 Lully (VD)          VD 6.47 46.5
#> 714                 Lully (VD)          VD 6.47 46.5
#> 715                 Lully (VD)          VD 6.47 46.5
#> 716                 Lully (VD)          VD 6.47 46.5
#> 717                       Etoy          VD 6.42 46.5
#> 718                       Etoy          VD 6.42 46.5
#> 719                       Etoy          VD 6.42 46.5
#> 720                       Etoy          VD 6.42 46.5
#> 721                       Etoy          VD 6.42 46.5
#> 722                       Etoy          VD 6.42 46.5
#> 723                       Etoy          VD 6.42 46.5
#> 724                       Etoy          VD 6.42 46.5
#> 725                       Etoy          VD 6.42 46.5
#> 726                       Etoy          VD 6.42 46.5
#> 727                       Etoy          VD 6.42 46.5
#> 728                       Etoy          VD 6.42 46.5
#> 729                      Féchy          VD 6.38 46.5
#> 730           Lussy-sur-Morges          VD 6.45 46.5
#> 731           Lussy-sur-Morges          VD 6.45 46.5
#> 732           Lussy-sur-Morges          VD 6.45 46.5
#> 733           Lussy-sur-Morges          VD 6.45 46.5
#> 734           Lussy-sur-Morges          VD 6.45 46.5
#> 735           Lussy-sur-Morges          VD 6.45 46.5
#> 736           Lussy-sur-Morges          VD 6.45 46.5
#> 737          Villars-sous-Yens          VD 6.43 46.5
#> 738                       Yens          VD 6.41 46.5
#> 739                       Yens          VD 6.41 46.5
#> 740                    Aubonne          VD 6.39 46.5
#> 741                    Aubonne          VD 6.39 46.5
#> 742                    Aubonne          VD 6.39 46.5
#> 743                    Aubonne          VD 6.39 46.5
#> 744                    Aubonne          VD 6.39 46.5
#> 745                    Aubonne          VD 6.39 46.5
#> 746                    Aubonne          VD 6.39 46.5
#> 747                    Aubonne          VD 6.39 46.5
#> 748                    Aubonne          VD 6.39 46.5
#> 749                    Aubonne          VD 6.39 46.5
#> 750                    Aubonne          VD 6.39 46.5
#> 751                    Aubonne          VD 6.39 46.5
#> 752                    Aubonne          VD 6.35 46.5
#> 753                      Féchy          VD 6.37 46.5
#> 754                      Féchy          VD 6.37 46.5
#> 755                      Féchy          VD 6.37 46.5
#> 756                    Aubonne          VD 6.35 46.5
#> 757                    Aubonne          VD 6.35 46.5
#> 758                    Aubonne          VD 6.35 46.5
#> 759                    Aubonne          VD 6.35 46.5
#> 760                    Lavigny          VD 6.41 46.5
#> 761                    Lavigny          VD 6.41 46.5
#> 762                    Lavigny          VD 6.41 46.5
#> 763               Saint-Livres          VD 6.38 46.5
#> 764               Saint-Livres          VD 6.38 46.5
#> 765               Saint-Livres          VD 6.38 46.5
#> 766               Saint-Livres          VD 6.38 46.5
#> 767               Saint-Livres          VD 6.38 46.5
#> 768       Essertines-sur-Rolle          VD 6.32 46.5
#> 769       Essertines-sur-Rolle          VD 6.32 46.5
#> 770       Essertines-sur-Rolle          VD 6.32 46.5
#> 771       Essertines-sur-Rolle          VD 6.32 46.5
#> 772       Essertines-sur-Rolle          VD 6.32 46.5
#> 773       Essertines-sur-Rolle          VD 6.32 46.5
#> 774       Essertines-sur-Rolle          VD 6.32 46.5
#> 775       Essertines-sur-Rolle          VD 6.32 46.5
#> 776       Essertines-sur-Rolle          VD 6.32 46.5
#> 777                      Gilly          VD 6.30 46.5
#> 778                      Gilly          VD 6.30 46.5
#> 779                      Gilly          VD 6.30 46.5
#> 780                      Gilly          VD 6.30 46.5
#> 781                    Bursins          VD 6.29 46.4
#> 782                    Bursins          VD 6.29 46.4
#> 783                    Bursins          VD 6.29 46.4
#> 784                      Luins          VD 6.28 46.4
#> 785                      Luins          VD 6.28 46.4
#> 786       Essertines-sur-Rolle          VD 6.32 46.5
#> 787       Essertines-sur-Rolle          VD 6.32 46.5
#> 788       Essertines-sur-Rolle          VD 6.32 46.5
#> 789       Essertines-sur-Rolle          VD 6.32 46.5
#> 790       Essertines-sur-Rolle          VD 6.32 46.5
#> 791       Essertines-sur-Rolle          VD 6.32 46.5
#> 792       Essertines-sur-Rolle          VD 6.32 46.5
#> 793       Essertines-sur-Rolle          VD 6.32 46.5
#> 794       Essertines-sur-Rolle          VD 6.32 46.5
#> 795       Essertines-sur-Rolle          VD 6.32 46.5
#> 796       Essertines-sur-Rolle          VD 6.31 46.5
#> 797       Essertines-sur-Rolle          VD 6.31 46.5
#> 798       Essertines-sur-Rolle          VD 6.31 46.5
#> 799       Essertines-sur-Rolle          VD 6.31 46.5
#> 800       Essertines-sur-Rolle          VD 6.31 46.5
#> 801                      Gimel          VD 6.29 46.5
#> 802                      Gimel          VD 6.29 46.5
#> 803                      Gimel          VD 6.29 46.5
#> 804                      Gimel          VD 6.29 46.5
#> 805                      Gimel          VD 6.29 46.5
#> 806                      Gimel          VD 6.29 46.5
#> 807                      Gimel          VD 6.29 46.5
#> 808                      Gimel          VD 6.29 46.5
#> 809                      Gimel          VD 6.29 46.5
#> 810                      Gimel          VD 6.29 46.5
#> 811                      Gimel          VD 6.29 46.5
#> 812                      Gimel          VD 6.29 46.5
#> 813                    Saubraz          VD 6.33 46.5
#> 814                    Saubraz          VD 6.33 46.5
#> 815                    Saubraz          VD 6.33 46.5
#> 816                   Bursinel          VD 6.31 46.4
#> 817                   Bursinel          VD 6.31 46.4
#> 818                   Bursinel          VD 6.31 46.4
#> 819                   Bursinel          VD 6.31 46.4
#> 820                   Bursinel          VD 6.31 46.4
#> 821                   Bursinel          VD 6.31 46.4
#> 822                      Gland          VD 6.28 46.4
#> 823                      Gland          VD 6.28 46.4
#> 824                      Gland          VD 6.28 46.4
#> 825                      Gland          VD 6.28 46.4
#> 826                      Gland          VD 6.28 46.4
#> 827                      Gland          VD 6.28 46.4
#> 828                      Gland          VD 6.28 46.4
#> 829                      Gland          VD 6.28 46.4
#> 830                      Gland          VD 6.28 46.4
#> 831                      Gland          VD 6.28 46.4
#> 832                      Gland          VD 6.28 46.4
#> 833                      Gland          VD 6.28 46.4
#> 834                      Gland          VD 6.28 46.4
#> 835                      Gland          VD 6.28 46.4
#> 836                      Gland          VD 6.28 46.4
#> 837                      Gland          VD 6.28 46.4
#> 838                      Gland          VD 6.28 46.4
#> 839                      Gland          VD 6.28 46.4
#> 840                      Gland          VD 6.28 46.4
#> 841                      Gland          VD 6.28 46.4
#> 842                      Gland          VD 6.28 46.4
#> 843                      Gland          VD 6.28 46.4
#> 844                      Gland          VD 6.28 46.4
#> 845                      Gland          VD 6.28 46.4
#> 846                      Gland          VD 6.28 46.4
#> 847                      Gland          VD 6.28 46.4
#> 848                      Gland          VD 6.28 46.4
#> 849                      Gland          VD 6.28 46.4
#> 850                      Gland          VD 6.28 46.4
#> 851                      Gland          VD 6.28 46.4
#> 852                      Gland          VD 6.28 46.4
#> 853                      Gland          VD 6.28 46.4
#> 854                      Gland          VD 6.28 46.4
#> 855                      Gland          VD 6.28 46.4
#> 856                      Gland          VD 6.28 46.4
#> 857                      Gland          VD 6.28 46.4
#> 858                      Gland          VD 6.28 46.4
#> 859                      Gland          VD 6.28 46.4
#> 860                   Prangins          VD 6.26 46.4
#> 861                   Prangins          VD 6.26 46.4
#> 862                   Prangins          VD 6.26 46.4
#> 863                   Prangins          VD 6.26 46.4
#> 864                     Genève          GE 6.14 46.2
#> 865                     Genève          GE 6.14 46.2
#> 866                     Genève          GE 6.14 46.2
#> 867                     Genève          GE 6.14 46.2
#> 868                     Genève          GE 6.14 46.2
#> 869                     Genève          GE 6.14 46.2
#> 870                     Genève          GE 6.14 46.2
#> 871                     Genève          GE 6.14 46.2
#> 872                     Genève          GE 6.14 46.2
#> 873                     Genève          GE 6.14 46.2
#> 874                     Genève          GE 6.14 46.2
#> 875                     Genève          GE 6.14 46.2
#> 876                     Genève          GE 6.14 46.2
#> 877                     Genève          GE 6.14 46.2
#> 878                     Genève          GE 6.12 46.2
#> 879                     Genève          GE 6.12 46.2
#> 880                     Genève          GE 6.12 46.2
#> 881                     Genève          GE 6.12 46.2
#> 882                     Genève          GE 6.12 46.2
#> 883                     Genève          GE 6.12 46.2
#> 884                     Genève          GE 6.12 46.2
#> 885                     Genève          GE 6.14 46.2
#> 886                     Genève          GE 6.14 46.2
#> 887                     Genève          GE 6.14 46.2
#> 888                     Genève          GE 6.14 46.2
#> 889                     Genève          GE 6.14 46.2
#> 890                     Genève          GE 6.14 46.2
#> 891                     Genève          GE 6.14 46.2
#> 892                     Genève          GE 6.14 46.2
#> 893                     Genève          GE 6.14 46.2
#> 894                     Genève          GE 6.16 46.2
#> 895                     Genève          GE 6.16 46.2
#> 896                     Genève          GE 6.16 46.2
#> 897                     Genève          GE 6.16 46.2
#> 898                     Genève          GE 6.16 46.2
#> 899                     Genève          GE 6.16 46.2
#> 900                     Genève          GE 6.16 46.2
#> 901                     Genève          GE 6.16 46.2
#> 902                     Genève          GE 6.16 46.2
#> 903                     Genève          GE 6.16 46.2
#> 904                     Genève          GE 6.16 46.2
#> 905                     Genève          GE 6.16 46.2
#> 906                     Genève          GE 6.16 46.2
#> 907                     Genève          GE 6.16 46.2
#> 908                     Genève          GE 6.16 46.2
#> 909                     Genève          GE 6.16 46.2
#> 910                     Genève          GE 6.16 46.2
#> 911                     Genève          GE 6.16 46.2
#> 912                     Genève          GE 6.16 46.2
#> 913                     Genève          GE 6.16 46.2
#> 914                     Genève          GE 6.17 46.2
#> 915                     Genève          GE 6.17 46.2
#> 916                     Genève          GE 6.17 46.2
#> 917                     Genève          GE 6.17 46.2
#> 918                     Genève          GE 6.17 46.2
#> 919                     Genève          GE 6.12 46.2
#> 920                     Genève          GE 6.12 46.2
#> 921                     Genève          GE 6.12 46.2
#> 922                     Genève          GE 6.12 46.2
#> 923                     Genève          GE 6.12 46.2
#> 924                     Genève          GE 6.12 46.2
#> 925                      Lancy          GE 6.12 46.2
#> 926                      Lancy          GE 6.12 46.2
#> 927                      Lancy          GE 6.12 46.2
#> 928                      Lancy          GE 6.12 46.2
#> 929                      Lancy          GE 6.12 46.2
#> 930                      Lancy          GE 6.12 46.2
#> 931                     Genève          GE 6.12 46.2
#> 932                     Genève          GE 6.12 46.2
#> 933                     Genève          GE 6.12 46.2
#> 934                     Genève          GE 6.12 46.2
#> 935                     Genève          GE 6.12 46.2
#> 936                     Meyrin          GE 6.07 46.2
#> 937                     Meyrin          GE 6.07 46.2
#> 938                     Meyrin          GE 6.07 46.2
#> 939                     Meyrin          GE 6.07 46.2
#> 940                     Meyrin          GE 6.07 46.2
#> 941                     Meyrin          GE 6.07 46.2
#> 942                     Meyrin          GE 6.07 46.2
#> 943          Le Grand-Saconnex          GE 6.11 46.2
#> 944          Le Grand-Saconnex          GE 6.11 46.2
#> 945          Le Grand-Saconnex          GE 6.11 46.2
#> 946          Le Grand-Saconnex          GE 6.11 46.2
#> 947          Le Grand-Saconnex          GE 6.11 46.2
#> 948          Le Grand-Saconnex          GE 6.11 46.2
#> 949          Le Grand-Saconnex          GE 6.11 46.2
#> 950          Le Grand-Saconnex          GE 6.11 46.2
#> 951                     Meyrin          GE 6.07 46.2
#> 952                     Meyrin          GE 6.07 46.2
#> 953                     Meyrin          GE 6.07 46.2
#> 954                     Meyrin          GE 6.07 46.2
#> 955                     Meyrin          GE 6.07 46.2
#> 956                     Meyrin          GE 6.07 46.2
#> 957                     Meyrin          GE 6.07 46.2
#> 958                     Genève          GE 6.13 46.2
#> 959                     Genève          GE 6.13 46.2
#> 960                     Genève          GE 6.13 46.2
#> 961                    Vernier          GE 6.10 46.2
#> 962                    Vernier          GE 6.10 46.2
#> 963                    Vernier          GE 6.10 46.2
#> 964                    Vernier          GE 6.10 46.2
#> 965                    Vernier          GE 6.10 46.2
#> 966                    Cologny          GE 6.19 46.2
#> 967                    Cologny          GE 6.19 46.2
#> 968                    Cologny          GE 6.19 46.2
#> 969                    Cologny          GE 6.19 46.2
#> 970                    Cologny          GE 6.19 46.2
#> 971                    Cologny          GE 6.19 46.2
#> 972            Chêne-Bougeries          GE 6.18 46.2
#> 973            Chêne-Bougeries          GE 6.18 46.2
#> 974                Chêne-Bourg          GE 6.20 46.2
#> 975                Chêne-Bourg          GE 6.20 46.2
#> 976                Chêne-Bourg          GE 6.20 46.2
#> 977                     Thônex          GE 6.21 46.2
#> 978                     Thônex          GE 6.21 46.2
#> 979                     Thônex          GE 6.21 46.2
#> 980                     Thônex          GE 6.21 46.2
#> 981                     Thônex          GE 6.21 46.2
#> 982                     Thônex          GE 6.21 46.2
#> 983                     Thônex          GE 6.21 46.2
#> 984                     Thônex          GE 6.21 46.2
#> 985                     Thônex          GE 6.21 46.2
#> 986                     Thônex          GE 6.21 46.2
#> 987                     Thônex          GE 6.21 46.2
#> 988                     Thônex          GE 6.21 46.2
#> 989                     Thônex          GE 6.21 46.2
#> 990                     Thônex          GE 6.21 46.2
#> 991                     Thônex          GE 6.21 46.2
#> 992                     Thônex          GE 6.21 46.2
#> 993                     Thônex          GE 6.21 46.2
#> 994                     Thônex          GE 6.21 46.2
#> 995                     Thônex          GE 6.21 46.2
#> 996                     Thônex          GE 6.21 46.2
#> 997                     Thônex          GE 6.21 46.2
#> 998                     Thônex          GE 6.21 46.2
#> 999                     Thônex          GE 6.21 46.2
#> 1000                    Thônex          GE 6.21 46.2
#> 1001                    Thônex          GE 6.21 46.2
#> 1002                    Thônex          GE 6.21 46.2
#> 1003                    Thônex          GE 6.21 46.2
#> 1004              Carouge (GE)          GE 6.14 46.2
#> 1005              Carouge (GE)          GE 6.14 46.2
#> 1006                 Confignon          GE 6.10 46.2
#> 1007                 Confignon          GE 6.10 46.2
#> 1008                 Confignon          GE 6.10 46.2
#> 1009                 Confignon          GE 6.10 46.2
#> 1010                 Confignon          GE 6.10 46.2
#> 1011                 Confignon          GE 6.10 46.2
#> 1012                 Confignon          GE 6.10 46.2
#> 1013                 Confignon          GE 6.10 46.2
#> 1014                 Confignon          GE 6.10 46.2
#> 1015                 Confignon          GE 6.10 46.2
#> 1016                 Confignon          GE 6.10 46.2
#> 1017                 Confignon          GE 6.10 46.2
#> 1018                    Bernex          GE 6.08 46.2
#> 1019                    Bernex          GE 6.07 46.2
#> 1020                    Bernex          GE 6.07 46.2
#> 1021                    Bernex          GE 6.07 46.2
#> 1022                    Bernex          GE 6.07 46.2
#> 1023                    Bernex          GE 6.07 46.2
#> 1024                    Bernex          GE 6.07 46.2
#> 1025                    Bernex          GE 6.07 46.2
#> 1026                    Bernex          GE 6.07 46.2
#> 1027                    Bernex          GE 6.07 46.2
#> 1028                    Bernex          GE 6.07 46.2
#> 1029                    Bernex          GE 6.07 46.2
#> 1030                    Bernex          GE 6.07 46.2
#> 1031                    Bernex          GE 6.07 46.2
#> 1032                    Bernex          GE 6.07 46.2
#> 1033                    Bernex          GE 6.07 46.2
#> 1034                    Bernex          GE 6.07 46.2
#> 1035                    Bernex          GE 6.07 46.2
#> 1036                    Bernex          GE 6.07 46.2
#> 1037                    Bernex          GE 6.07 46.2
#> 1038                    Bernex          GE 6.07 46.2
#> 1039                   Veyrier          GE 6.16 46.2
#> 1040                   Veyrier          GE 6.16 46.2
#> 1041                     Avusy          GE 6.02 46.2
#> 1042                     Avusy          GE 6.02 46.2
#> 1043                    Avully          GE 6.00 46.2
#> 1044                    Avully          GE 6.00 46.2
#> 1045                    Avully          GE 6.00 46.2
#> 1046                    Avully          GE 6.00 46.2
#> 1047                    Avully          GE 6.00 46.2
#> 1048              Collex-Bossy          GE 6.12 46.3
#> 1049              Collex-Bossy          GE 6.12 46.3
#> 1050              Collex-Bossy          GE 6.12 46.3
#> 1051                  Puplinge          GE 6.23 46.2
#> 1052                   Satigny          GE 6.03 46.2
#> 1053                   Satigny          GE 6.03 46.2
#> 1054                   Satigny          GE 6.03 46.2
#> 1055                   Satigny          GE 6.03 46.2
#> 1056                   Satigny          GE 6.03 46.2
#> 1057                   Satigny          GE 6.03 46.2
#> 1058                   Satigny          GE 6.03 46.2
#> 1059                   Satigny          GE 6.03 46.2
#> 1060                   Satigny          GE 6.03 46.2
#> 1061                   Satigny          GE 6.03 46.2
#> 1062                   Satigny          GE 6.03 46.2
#> 1063                   Satigny          GE 6.03 46.2
#> 1064                   Satigny          GE 6.03 46.2
#> 1065                   Satigny          GE 6.03 46.2
#> 1066                   Satigny          GE 6.03 46.2
#> 1067              Corsier (GE)          GE 6.23 46.3
#> 1068                   Anières          GE 6.23 46.3
#> 1069                   Anières          GE 6.23 46.3
#> 1070                   Anières          GE 6.23 46.3
#> 1071                   Anières          GE 6.23 46.3
#> 1072                   Anières          GE 6.23 46.3
#> 1073                  Hermance          GE 6.24 46.3
#> 1074                  Hermance          GE 6.24 46.3
#> 1075                        Gy          GE 6.29 46.3
#> 1076                        Gy          GE 6.29 46.3
#> 1077                        Gy          GE 6.29 46.3
#> 1078                        Gy          GE 6.29 46.3
#> 1079                        Gy          GE 6.29 46.3
#> 1080                        Gy          GE 6.29 46.3
#> 1081                        Gy          GE 6.29 46.3
#> 1082                   Meinier          GE 6.24 46.2
#> 1083                   Meinier          GE 6.24 46.2
#> 1084                   Meinier          GE 6.24 46.2
#> 1085                        Gy          GE 6.28 46.2
#> 1086                        Gy          GE 6.28 46.2
#> 1087                        Gy          GE 6.28 46.2
#> 1088                        Gy          GE 6.28 46.2
#> 1089                        Gy          GE 6.28 46.2
#> 1090                        Gy          GE 6.28 46.2
#> 1091                        Gy          GE 6.28 46.2
#> 1092                        Gy          GE 6.28 46.2
#> 1093                   Troinex          GE 6.17 46.2
#> 1094                   Troinex          GE 6.17 46.2
#> 1095                   Troinex          GE 6.17 46.2
#> 1096                   Troinex          GE 6.17 46.2
#> 1097                   Troinex          GE 6.17 46.2
#> 1098                     Lancy          GE 6.14 46.2
#> 1099                     Lancy          GE 6.14 46.2
#> 1100                     Lancy          GE 6.14 46.2
#> 1101                 Bardonnex          GE 6.12 46.1
#> 1102                 Bardonnex          GE 6.12 46.1
#> 1103                 Bardonnex          GE 6.12 46.1
#> 1104                 Bardonnex          GE 6.10 46.2
#> 1105                 Bardonnex          GE 6.10 46.2
#> 1106                 Bardonnex          GE 6.10 46.2
#> 1107                 Bardonnex          GE 6.10 46.2
#> 1108                 Bardonnex          GE 6.10 46.2
#> 1109                 Bardonnex          GE 6.10 46.2
#> 1110                      Nyon          VD 6.23 46.4
#> 1111                      Nyon          VD 6.23 46.4
#> 1112                      Nyon          VD 6.23 46.4
#> 1113                      Nyon          VD 6.23 46.4
#> 1114                      Nyon          VD 6.23 46.4
#> 1115                      Nyon          VD 6.23 46.4
#> 1116                      Nyon          VD 6.23 46.4
#> 1117                      Nyon          VD 6.23 46.4
#> 1118                      Nyon          VD 6.23 46.4
#> 1119                      Nyon          VD 6.23 46.4
#> 1120                      Nyon          VD 6.23 46.4
#> 1121                      Nyon          VD 6.23 46.4
#> 1122                      Nyon          VD 6.23 46.4
#> 1123                      Nyon          VD 6.23 46.4
#> 1124                      Nyon          VD 6.23 46.4
#> 1125                      Nyon          VD 6.23 46.4
#> 1126                      Nyon          VD 6.23 46.4
#> 1127                      Nyon          VD 6.23 46.4
#> 1128                      Nyon          VD 6.23 46.4
#> 1129                      Nyon          VD 6.23 46.4
#> 1130                      Nyon          VD 6.23 46.4
#> 1131                      Nyon          VD 6.23 46.4
#> 1132                      Nyon          VD 6.23 46.4
#> 1133                      Nyon          VD 6.23 46.4
#> 1134                      Nyon          VD 6.23 46.4
#> 1135                      Nyon          VD 6.23 46.4
#> 1136                      Nyon          VD 6.23 46.4
#> 1137                      Nyon          VD 6.23 46.4
#> 1138                      Nyon          VD 6.23 46.4
#> 1139                      Nyon          VD 6.23 46.4
#> 1140                      Nyon          VD 6.23 46.4
#> 1141                      Nyon          VD 6.23 46.4
#> 1142                  Longirod          VD 6.24 46.5
#> 1143                  Longirod          VD 6.24 46.5
#> 1144                  Longirod          VD 6.24 46.5
#> 1145                  Longirod          VD 6.24 46.5
#> 1146                  Longirod          VD 6.24 46.5
#> 1147                  Longirod          VD 6.24 46.5
#> 1148                    Eysins          VD 6.21 46.4
#> 1149                    Eysins          VD 6.21 46.4
#> 1150                    Eysins          VD 6.21 46.4
#> 1151                    Eysins          VD 6.21 46.4
#> 1152                    Eysins          VD 6.21 46.4
#> 1153                    Eysins          VD 6.21 46.4
#> 1154                    Eysins          VD 6.21 46.4
#> 1155                    Eysins          VD 6.21 46.4
#> 1156                    Eysins          VD 6.21 46.4
#> 1157                  Crassier          VD 6.17 46.4
#> 1158                  Crassier          VD 6.17 46.4
#> 1159                  Crassier          VD 6.17 46.4
#> 1160                  Crassier          VD 6.17 46.4
#> 1161           Arzier-Le Muids          VD 6.13 46.5
#> 1162           Arzier-Le Muids          VD 6.13 46.5
#> 1163           Arzier-Le Muids          VD 6.13 46.5
#> 1164           Arzier-Le Muids          VD 6.13 46.5
#> 1165           Arzier-Le Muids          VD 6.13 46.5
#> 1166           Arzier-Le Muids          VD 6.13 46.5
#> 1167           Arzier-Le Muids          VD 6.13 46.5
#> 1168           Arzier-Le Muids          VD 6.13 46.5
#> 1169           Arzier-Le Muids          VD 6.13 46.5
#> 1170           Arzier-Le Muids          VD 6.13 46.5
#> 1171           Arzier-Le Muids          VD 6.13 46.5
#> 1172           Arzier-Le Muids          VD 6.13 46.5
#> 1173              Saint-Cergue          VD 6.09 46.5
#> 1174              Saint-Cergue          VD 6.09 46.5
#> 1175                  Duillier          VD 6.23 46.4
#> 1176                  Coinsins          VD 6.24 46.4
#> 1177                  Coinsins          VD 6.24 46.4
#> 1178                  Coinsins          VD 6.24 46.4
#> 1179                  Coinsins          VD 6.24 46.4
#> 1180                  Coinsins          VD 6.24 46.4
#> 1181                  Coinsins          VD 6.24 46.4
#> 1182                   Begnins          VD 6.25 46.4
#> 1183                   Begnins          VD 6.25 46.4
#> 1184                   Begnins          VD 6.25 46.4
#> 1185                   Begnins          VD 6.25 46.4
#> 1186                   Begnins          VD 6.25 46.4
#> 1187                   Begnins          VD 6.25 46.4
#> 1188                   Begnins          VD 6.25 46.4
#> 1189                   Begnins          VD 6.25 46.4
#> 1190                   Begnins          VD 6.25 46.4
#> 1191                   Begnins          VD 6.25 46.4
#> 1192                   Begnins          VD 6.25 46.4
#> 1193                   Bassins          VD 6.20 46.5
#> 1194                   Bassins          VD 6.20 46.5
#> 1195                   Bassins          VD 6.20 46.5
#> 1196                   Bassins          VD 6.20 46.5
#> 1197                   Bassins          VD 6.20 46.5
#> 1198                   Bassins          VD 6.20 46.5
#> 1199                   Bassins          VD 6.20 46.5
#> 1200                   Bassins          VD 6.20 46.5
#> 1201                   Bassins          VD 6.20 46.5
#> 1202                    Trélex          VD 6.20 46.4
#> 1203                    Trélex          VD 6.20 46.4
#> 1204                   Givrins          VD 6.19 46.4
#> 1205                  Genolier          VD 6.22 46.4
#> 1206                  Genolier          VD 6.22 46.4
#> 1207                  Genolier          VD 6.22 46.4
#> 1208                  Genolier          VD 6.22 46.4
#> 1209                  Genolier          VD 6.22 46.4
#> 1210                  Genolier          VD 6.22 46.4
#> 1211           Arzier-Le Muids          VD 6.13 46.5
#> 1212           Arzier-Le Muids          VD 6.13 46.5
#> 1213           Arzier-Le Muids          VD 6.13 46.5
#> 1214           Arzier-Le Muids          VD 6.13 46.5
#> 1215           Arzier-Le Muids          VD 6.13 46.5
#> 1216           Arzier-Le Muids          VD 6.13 46.5
#> 1217           Arzier-Le Muids          VD 6.13 46.5
#> 1218           Arzier-Le Muids          VD 6.13 46.5
#> 1219           Arzier-Le Muids          VD 6.13 46.5
#> 1220           Arzier-Le Muids          VD 6.13 46.5
#> 1221           Arzier-Le Muids          VD 6.13 46.5
#> 1222           Arzier-Le Muids          VD 6.13 46.5
#> 1223           Arzier-Le Muids          VD 6.13 46.5
#> 1224           Arzier-Le Muids          VD 6.13 46.5
#> 1225                     Grens          VD 6.19 46.4
#> 1226                     Grens          VD 6.19 46.4
#> 1227                     Grens          VD 6.19 46.4
#> 1228                     Grens          VD 6.19 46.4
#> 1229                     Grens          VD 6.19 46.4
#> 1230                  Chéserex          VD 6.15 46.4
#> 1231                  Chéserex          VD 6.10 46.4
#> 1232                  Chéserex          VD 6.10 46.4
#> 1233                  Chéserex          VD 6.10 46.4
#> 1234                  Chéserex          VD 6.10 46.4
#> 1235                  Chéserex          VD 6.10 46.4
#> 1236                  Chéserex          VD 6.10 46.4
#> 1237            Arnex-sur-Nyon          VD 6.19 46.4
#> 1238            Arnex-sur-Nyon          VD 6.19 46.4
#> 1239            Arnex-sur-Nyon          VD 6.19 46.4
#> 1240            Arnex-sur-Nyon          VD 6.19 46.4
#> 1241            Arnex-sur-Nyon          VD 6.19 46.4
#> 1242                  La Rippe          VD 6.12 46.4
#> 1243                  La Rippe          VD 6.12 46.4
#> 1244                  La Rippe          VD 6.12 46.4
#> 1245                  La Rippe          VD 6.12 46.4
#> 1246                  La Rippe          VD 6.12 46.4
#> 1247              Bogis-Bossey          VD 6.17 46.4
#> 1248              Bogis-Bossey          VD 6.17 46.4
#> 1249              Bogis-Bossey          VD 6.17 46.4
#> 1250              Bogis-Bossey          VD 6.17 46.4
#> 1251              Bogis-Bossey          VD 6.17 46.4
#> 1252                  Dardagny          GE 6.00 46.2
#> 1253                  Dardagny          GE 6.00 46.2
#> 1254                  Dardagny          GE 6.00 46.2
#> 1255                    Chancy          GE 5.98 46.1
#> 1256                     Avusy          GE 6.01 46.2
#> 1257                    Bernex          GE 6.05 46.2
#> 1258                    Bernex          GE 6.05 46.2
#> 1259                  Laconnex          GE 6.03 46.2
#> 1260             Aire-la-Ville          GE 6.05 46.2
#> 1261             Aire-la-Ville          GE 6.05 46.2
#> 1262             Aire-la-Ville          GE 6.05 46.2
#> 1263        Chavannes-des-Bois          VD 6.14 46.3
#> 1264        Chavannes-des-Bois          VD 6.14 46.3
#> 1265        Chavannes-des-Bois          VD 6.14 46.3
#> 1266        Chavannes-des-Bois          VD 6.14 46.3
#> 1267        Chavannes-des-Bois          VD 6.14 46.3
#> 1268        Chavannes-des-Bois          VD 6.14 46.3
#> 1269        Chavannes-des-Bois          VD 6.14 46.3
#> 1270        Chavannes-des-Bois          VD 6.14 46.3
#> 1271        Chavannes-des-Bois          VD 6.14 46.3
#> 1272        Chavannes-des-Bois          VD 6.14 46.3
#> 1273        Chavannes-des-Bois          VD 6.14 46.3
#> 1274        Chavannes-des-Bois          VD 6.14 46.3
#> 1275        Chavannes-des-Bois          VD 6.14 46.3
#> 1276        Chavannes-des-Bois          VD 6.14 46.3
#> 1277                  Commugny          VD 6.16 46.3
#> 1278                    Genève          GE 6.15 46.2
#> 1279                    Genève          GE 6.15 46.2
#> 1280                    Genève          GE 6.15 46.2
#> 1281                    Genève          GE 6.15 46.2
#> 1282                  Bellevue          GE 6.14 46.3
#> 1283                   Genthod          GE 6.16 46.3
#> 1284                   Genthod          GE 6.16 46.3
#> 1285                   Genthod          GE 6.16 46.3
#> 1286                   Genthod          GE 6.16 46.3
#> 1287                      Mies          VD 6.17 46.3
#> 1288                      Mies          VD 6.17 46.3
#> 1289                      Mies          VD 6.17 46.3
#> 1290                      Mies          VD 6.17 46.3
#> 1291                      Mies          VD 6.17 46.3
#> 1292                      Mies          VD 6.17 46.3
#> 1293                      Mies          VD 6.17 46.3
#> 1294                      Mies          VD 6.17 46.3
#> 1295                      Mies          VD 6.17 46.3
#> 1296                      Mies          VD 6.17 46.3
#> 1297                      Mies          VD 6.17 46.3
#> 1298                      Mies          VD 6.17 46.3
#> 1299                      Mies          VD 6.17 46.3
#> 1300                      Mies          VD 6.17 46.3
#> 1301                      Mies          VD 6.17 46.3
#> 1302                      Mies          VD 6.17 46.3
#> 1303                      Mies          VD 6.17 46.3
#> 1304                    Coppet          VD 6.19 46.3
#> 1305                    Coppet          VD 6.19 46.3
#> 1306                    Coppet          VD 6.19 46.3
#> 1307                    Coppet          VD 6.19 46.3
#> 1308                    Coppet          VD 6.19 46.3
#> 1309                    Coppet          VD 6.19 46.3
#> 1310                    Coppet          VD 6.19 46.3
#> 1311                    Coppet          VD 6.19 46.3
#> 1312                Crans (VD)          VD 6.20 46.4
#> 1313                Crans (VD)          VD 6.20 46.4
#> 1314                Crans (VD)          VD 6.20 46.4
#> 1315                Crans (VD)          VD 6.20 46.4
#> 1316                Crans (VD)          VD 6.20 46.4
#> 1317                Crans (VD)          VD 6.20 46.4
#> 1318                Crans (VD)          VD 6.20 46.4
#> 1319                Crans (VD)          VD 6.20 46.4
#> 1320                Crans (VD)          VD 6.20 46.4
#> 1321         Vufflens-la-Ville          VD 6.54 46.6
#> 1322         Vufflens-la-Ville          VD 6.54 46.6
#> 1323         Vufflens-la-Ville          VD 6.54 46.6
#> 1324         Vufflens-la-Ville          VD 6.54 46.6
#> 1325         Vufflens-la-Ville          VD 6.54 46.6
#> 1326         Vufflens-la-Ville          VD 6.54 46.6
#> 1327                   Penthaz          VD 6.54 46.6
#> 1328                   Penthaz          VD 6.54 46.6
#> 1329                   Penthaz          VD 6.54 46.6
#> 1330                  Cossonay          VD 6.50 46.6
#> 1331                  Cossonay          VD 6.50 46.6
#> 1332                  Cossonay          VD 6.50 46.6
#> 1333                  Cossonay          VD 6.50 46.6
#> 1334                  Cossonay          VD 6.50 46.6
#> 1335                  Cossonay          VD 6.50 46.6
#> 1336                  Cossonay          VD 6.50 46.6
#> 1337                  Cossonay          VD 6.50 46.6
#> 1338                  Cossonay          VD 6.50 46.6
#> 1339                  Cossonay          VD 6.50 46.6
#> 1340                  Cossonay          VD 6.50 46.6
#> 1341                  Cossonay          VD 6.50 46.6
#> 1342                  Cossonay          VD 6.50 46.6
#> 1343                  Cossonay          VD 6.50 46.6
#> 1344                  Cossonay          VD 6.50 46.6
#> 1345                  Cossonay          VD 6.50 46.6
#> 1346                   Bettens          VD 6.56 46.6
#> 1347                   Bettens          VD 6.56 46.6
#> 1348                   Bettens          VD 6.56 46.6
#> 1349                   Bettens          VD 6.56 46.6
#> 1350                   Bettens          VD 6.56 46.6
#> 1351                   Bettens          VD 6.56 46.6
#> 1352                   Bettens          VD 6.56 46.6
#> 1353                   Bettens          VD 6.56 46.6
#> 1354           Lussery-Villars          VD 6.53 46.6
#> 1355                  Eclépens          VD 6.54 46.7
#> 1356                  Eclépens          VD 6.54 46.7
#> 1357                  Eclépens          VD 6.54 46.7
#> 1358                  Eclépens          VD 6.54 46.7
#> 1359                  Eclépens          VD 6.54 46.7
#> 1360                 Ferreyres          VD 6.48 46.7
#> 1361                 La Sarraz          VD 6.51 46.6
#> 1362       La Chaux (Cossonay)          VD 6.47 46.6
#> 1363       La Chaux (Cossonay)          VD 6.47 46.6
#> 1364       La Chaux (Cossonay)          VD 6.47 46.6
#> 1365       La Chaux (Cossonay)          VD 6.47 46.6
#> 1366       La Chaux (Cossonay)          VD 6.47 46.6
#> 1367       La Chaux (Cossonay)          VD 6.47 46.6
#> 1368                      Orny          VD 6.53 46.7
#> 1369                      Orny          VD 6.53 46.7
#> 1370                      Orny          VD 6.53 46.7
#> 1371                      Orny          VD 6.53 46.7
#> 1372                      Orny          VD 6.53 46.7
#> 1373                      Orny          VD 6.53 46.7
#> 1374                      Orny          VD 6.53 46.7
#> 1375                      Orny          VD 6.53 46.7
#> 1376                      Orny          VD 6.53 46.7
#> 1377                      Orny          VD 6.53 46.7
#> 1378                      Orny          VD 6.53 46.7
#> 1379                 Pompaples          VD 6.52 46.7
#> 1380                 Pompaples          VD 6.52 46.7
#> 1381                 Pompaples          VD 6.52 46.7
#> 1382                      Croy          VD 6.49 46.7
#> 1383                   Premier          VD 6.44 46.7
#> 1384             Mont-la-Ville          VD 6.37 46.7
#> 1385             Mont-la-Ville          VD 6.37 46.7
#> 1386                  Vallorbe          VD 6.37 46.7
#> 1387                  Vallorbe          VD 6.37 46.7
#> 1388                  Vallorbe          VD 6.37 46.7
#> 1389                  Vallorbe          VD 6.37 46.7
#> 1390                  Vallorbe          VD 6.37 46.7
#> 1391                  Vallorbe          VD 6.37 46.7
#> 1392                  Vallorbe          VD 6.37 46.7
#> 1393                  Vallorbe          VD 6.37 46.7
#> 1394                  Vallorbe          VD 6.37 46.7
#> 1395                  Vallorbe          VD 6.37 46.7
#> 1396                  Vallorbe          VD 6.37 46.7
#> 1397                  Vallorbe          VD 6.37 46.7
#> 1398                  Vallorbe          VD 6.37 46.7
#> 1399                  Vallorbe          VD 6.37 46.7
#> 1400                  Vallorbe          VD 6.37 46.7
#> 1401                  Vallorbe          VD 6.37 46.7
#> 1402                Ballaigues          VD 6.41 46.7
#> 1403                Ballaigues          VD 6.41 46.7
#> 1404                  L'Abbaye          VD 6.34 46.7
#> 1405                  L'Abbaye          VD 6.34 46.7
#> 1406                  L'Abbaye          VD 6.34 46.7
#> 1407                   Le Lieu          VD 6.30 46.7
#> 1408                   Le Lieu          VD 6.30 46.7
#> 1409                  L'Abbaye          VD 6.32 46.6
#> 1410                  L'Abbaye          VD 6.32 46.6
#> 1411                  L'Abbaye          VD 6.29 46.6
#> 1412                  L'Abbaye          VD 6.29 46.6
#> 1413                 Le Chenit          VD 6.20 46.6
#> 1414                 Le Chenit          VD 6.20 46.6
#> 1415                 Le Chenit          VD 6.20 46.6
#> 1416                 Le Chenit          VD 6.20 46.6
#> 1417                 Le Chenit          VD 6.20 46.6
#> 1418                      Orbe          VD 6.54 46.7
#> 1419                      Orbe          VD 6.54 46.7
#> 1420                      Orbe          VD 6.54 46.7
#> 1421                      Orbe          VD 6.54 46.7
#> 1422                      Orbe          VD 6.54 46.7
#> 1423                      Orbe          VD 6.54 46.7
#> 1424                      Orbe          VD 6.54 46.7
#> 1425                      Orbe          VD 6.54 46.7
#> 1426                      Orbe          VD 6.54 46.7
#> 1427                      Orbe          VD 6.54 46.7
#> 1428                      Orbe          VD 6.54 46.7
#> 1429                      Orbe          VD 6.54 46.7
#> 1430                      Orbe          VD 6.54 46.7
#> 1431                      Orbe          VD 6.54 46.7
#> 1432                      Orbe          VD 6.54 46.7
#> 1433                      Orbe          VD 6.54 46.7
#> 1434                      Orbe          VD 6.54 46.7
#> 1435                      Orbe          VD 6.54 46.7
#> 1436                      Orbe          VD 6.54 46.7
#> 1437                      Orbe          VD 6.54 46.7
#> 1438                      Orbe          VD 6.54 46.7
#> 1439                      Orbe          VD 6.54 46.7
#> 1440                      Orbe          VD 6.54 46.7
#> 1441                      Orbe          VD 6.54 46.7
#> 1442                      Orbe          VD 6.54 46.7
#> 1443               Montcherand          VD 6.51 46.7
#> 1444              L'Abergement          VD 6.48 46.8
#> 1445              L'Abergement          VD 6.48 46.8
#> 1446              L'Abergement          VD 6.48 46.8
#> 1447              L'Abergement          VD 6.45 46.8
#> 1448              L'Abergement          VD 6.45 46.8
#> 1449      Valeyres-sous-Rances          VD 6.54 46.7
#> 1450      Valeyres-sous-Rances          VD 6.54 46.7
#> 1451                      Orny          VD 6.55 46.7
#> 1452                      Orny          VD 6.55 46.7
#> 1453                      Orny          VD 6.55 46.7
#> 1454                      Orny          VD 6.55 46.7
#> 1455                      Orny          VD 6.55 46.7
#> 1456                      Orny          VD 6.55 46.7
#> 1457                      Orny          VD 6.55 46.7
#> 1458                      Orny          VD 6.55 46.7
#> 1459                      Orny          VD 6.55 46.7
#> 1460                 Chavornay          VD 6.56 46.7
#> 1461                 Chavornay          VD 6.56 46.7
#> 1462                 Chavornay          VD 6.56 46.7
#> 1463                 Chavornay          VD 6.56 46.7
#> 1464                 Chavornay          VD 6.56 46.7
#> 1465                 Chavornay          VD 6.56 46.7
#> 1466                 Chavornay          VD 6.56 46.7
#> 1467                 Chavornay          VD 6.56 46.7
#> 1468                 Chavornay          VD 6.56 46.7
#> 1469                 Chavornay          VD 6.56 46.7
#> 1470                 Chavornay          VD 6.56 46.7
#> 1471                 Chavornay          VD 6.56 46.7
#> 1472                 Chavornay          VD 6.61 46.7
#> 1473                 Chavornay          VD 6.61 46.7
#> 1474                 Chavornay          VD 6.61 46.7
#> 1475                 Chavornay          VD 6.61 46.7
#> 1476                Penthéréaz          VD 6.61 46.7
#> 1477                Penthéréaz          VD 6.61 46.7
#> 1478                  Goumoëns          VD 6.61 46.7
#> 1479                  Goumoëns          VD 6.61 46.7
#> 1480     Oulens-sous-Echallens          VD 6.57 46.6
#> 1481     Oulens-sous-Echallens          VD 6.57 46.6
#> 1482     Oulens-sous-Echallens          VD 6.57 46.6
#> 1483     Oulens-sous-Echallens          VD 6.57 46.6
#> 1484     Oulens-sous-Echallens          VD 6.57 46.6
#> 1485           Cheseaux-Noréaz          VD 6.69 46.8
#> 1486           Cheseaux-Noréaz          VD 6.69 46.8
#> 1487           Cheseaux-Noréaz          VD 6.69 46.8
#> 1488           Cheseaux-Noréaz          VD 6.69 46.8
#> 1489           Cheseaux-Noréaz          VD 6.69 46.8
#> 1490           Cheseaux-Noréaz          VD 6.69 46.8
#> 1491           Cheseaux-Noréaz          VD 6.69 46.8
#> 1492           Cheseaux-Noréaz          VD 6.69 46.8
#> 1493           Cheseaux-Noréaz          VD 6.69 46.8
#> 1494           Cheseaux-Noréaz          VD 6.69 46.8
#> 1495           Cheseaux-Noréaz          VD 6.69 46.8
#> 1496           Cheseaux-Noréaz          VD 6.69 46.8
#> 1497           Cheseaux-Noréaz          VD 6.69 46.8
#> 1498           Cheseaux-Noréaz          VD 6.69 46.8
#> 1499           Cheseaux-Noréaz          VD 6.69 46.8
#> 1500           Cheseaux-Noréaz          VD 6.69 46.8
#> 1501           Cheseaux-Noréaz          VD 6.69 46.8
#> 1502           Cheseaux-Noréaz          VD 6.69 46.8
#> 1503           Cheseaux-Noréaz          VD 6.69 46.8
#> 1504           Cheseaux-Noréaz          VD 6.69 46.8
#> 1505           Cheseaux-Noréaz          VD 6.69 46.8
#> 1506           Cheseaux-Noréaz          VD 6.69 46.8
#> 1507           Cheseaux-Noréaz          VD 6.69 46.8
#> 1508           Cheseaux-Noréaz          VD 6.69 46.8
#> 1509           Cheseaux-Noréaz          VD 6.69 46.8
#> 1510           Cheseaux-Noréaz          VD 6.69 46.8
#> 1511           Cheseaux-Noréaz          VD 6.69 46.8
#> 1512           Cheseaux-Noréaz          VD 6.69 46.8
#> 1513           Cheseaux-Noréaz          VD 6.69 46.8
#> 1514           Cheseaux-Noréaz          VD 6.69 46.8
#> 1515           Cheseaux-Noréaz          VD 6.69 46.8
#> 1516           Cheseaux-Noréaz          VD 6.69 46.8
#> 1517           Cheseaux-Noréaz          VD 6.69 46.8
#> 1518           Cheseaux-Noréaz          VD 6.69 46.8
#> 1519           Cheseaux-Noréaz          VD 6.69 46.8
#> 1520           Cheseaux-Noréaz          VD 6.69 46.8
#> 1521           Cheseaux-Noréaz          VD 6.69 46.8
#> 1522           Cheseaux-Noréaz          VD 6.69 46.8
#> 1523           Cheseaux-Noréaz          VD 6.69 46.8
#> 1524           Cheseaux-Noréaz          VD 6.69 46.8
#> 1525                      Pomy          VD 6.67 46.8
#> 1526                      Pomy          VD 6.67 46.8
#> 1527                      Pomy          VD 6.67 46.8
#> 1528                      Pomy          VD 6.67 46.8
#> 1529                    Cronay          VD 6.70 46.8
#> 1530            Bioley-Magnoux          VD 6.71 46.7
#> 1531            Bioley-Magnoux          VD 6.71 46.7
#> 1532            Bioley-Magnoux          VD 6.71 46.7
#> 1533            Bioley-Magnoux          VD 6.71 46.7
#> 1534            Bioley-Magnoux          VD 6.71 46.7
#> 1535            Bioley-Magnoux          VD 6.71 46.7
#> 1536              Prévondavaux          FR 6.80 46.7
#> 1537              Prévondavaux          FR 6.80 46.7
#> 1538              Prévondavaux          FR 6.80 46.7
#> 1539              Prévondavaux          FR 6.80 46.7
#> 1540              Prévondavaux          FR 6.80 46.7
#> 1541              Prévondavaux          FR 6.80 46.7
#> 1542                    Orzens          VD 6.68 46.7
#> 1543                   Démoret          VD 6.76 46.7
#> 1544                   Démoret          VD 6.76 46.7
#> 1545                   Démoret          VD 6.76 46.7
#> 1546                   Démoret          VD 6.76 46.7
#> 1547                   Démoret          VD 6.76 46.7
#> 1548    Essertines-sur-Yverdon          VD 6.64 46.7
#> 1549    Essertines-sur-Yverdon          VD 6.64 46.7
#> 1550    Essertines-sur-Yverdon          VD 6.64 46.7
#> 1551    Essertines-sur-Yverdon          VD 6.64 46.7
#> 1552    Essertines-sur-Yverdon          VD 6.64 46.7
#> 1553    Essertines-sur-Yverdon          VD 6.64 46.7
#> 1554    Essertines-sur-Yverdon          VD 6.64 46.7
#> 1555    Essertines-sur-Yverdon          VD 6.64 46.7
#> 1556                  Vuarrens          VD 6.65 46.7
#> 1557                  Vuarrens          VD 6.65 46.7
#> 1558                  Grandson          VD 6.64 46.8
#> 1559                  Grandson          VD 6.64 46.8
#> 1560                  Grandson          VD 6.64 46.8
#> 1561                  Grandson          VD 6.64 46.8
#> 1562                  Grandson          VD 6.64 46.8
#> 1563                  Grandson          VD 6.64 46.8
#> 1564                  Grandson          VD 6.64 46.8
#> 1565                  Grandson          VD 6.64 46.8
#> 1566                  Grandson          VD 6.64 46.8
#> 1567                  Grandson          VD 6.64 46.8
#> 1568                  Grandson          VD 6.64 46.8
#> 1569                  Grandson          VD 6.64 46.8
#> 1570                  Grandson          VD 6.64 46.8
#> 1571                Bonvillars          VD 6.67 46.9
#> 1572                Bonvillars          VD 6.67 46.9
#> 1573                Bonvillars          VD 6.67 46.9
#> 1574                Bonvillars          VD 6.67 46.9
#> 1575                Bonvillars          VD 6.67 46.9
#> 1576                Bonvillars          VD 6.67 46.9
#> 1577                Bonvillars          VD 6.67 46.9
#> 1578                Bonvillars          VD 6.67 46.9
#> 1579                Bonvillars          VD 6.67 46.9
#> 1580                Bonvillars          VD 6.67 46.9
#> 1581                Bonvillars          VD 6.67 46.9
#> 1582                 Champagne          VD 6.65 46.8
#> 1583                 Champagne          VD 6.65 46.8
#> 1584                 Champagne          VD 6.65 46.8
#> 1585               Onnens (VD)          VD 6.69 46.8
#> 1586               Onnens (VD)          VD 6.69 46.8
#> 1587               Onnens (VD)          VD 6.69 46.8
#> 1588                   Concise          VD 6.73 46.9
#> 1589                   Concise          VD 6.73 46.9
#> 1590                   Concise          VD 6.73 46.9
#> 1591                   Concise          VD 6.73 46.9
#> 1592                Bonvillars          VD 6.67 46.8
#> 1593                    Mutrux          VD 6.73 46.9
#> 1594                    Mutrux          VD 6.73 46.9
#> 1595                     Orges          VD 6.58 46.8
#> 1596       Belmont-sur-Yverdon          VD 6.62 46.7
#> 1597       Belmont-sur-Yverdon          VD 6.62 46.7
#> 1598       Belmont-sur-Yverdon          VD 6.62 46.7
#> 1599       Belmont-sur-Yverdon          VD 6.62 46.7
#> 1600                  Chamblon          VD 6.60 46.8
#> 1601                  Chamblon          VD 6.60 46.8
#> 1602                  Chamblon          VD 6.60 46.8
#> 1603                  Chamblon          VD 6.60 46.8
#> 1604                  Chamblon          VD 6.60 46.8
#> 1605                  Chamblon          VD 6.60 46.8
#> 1606                  Suscévaz          VD 6.59 46.8
#> 1607                    Rances          VD 6.51 46.8
#> 1608                    Rances          VD 6.51 46.8
#> 1609     Montagny-près-Yverdon          VD 6.61 46.8
#> 1610     Montagny-près-Yverdon          VD 6.61 46.8
#> 1611     Montagny-près-Yverdon          VD 6.61 46.8
#> 1612     Montagny-près-Yverdon          VD 6.61 46.8
#> 1613     Montagny-près-Yverdon          VD 6.61 46.8
#> 1614     Montagny-près-Yverdon          VD 6.61 46.8
#> 1615              Sainte-Croix          VD 6.55 46.8
#> 1616              Sainte-Croix          VD 6.55 46.8
#> 1617              Sainte-Croix          VD 6.55 46.8
#> 1618              Sainte-Croix          VD 6.50 46.8
#> 1619              Sainte-Croix          VD 6.50 46.8
#> 1620              Sainte-Croix          VD 6.50 46.8
#> 1621              Sainte-Croix          VD 6.50 46.8
#> 1622              Sainte-Croix          VD 6.50 46.8
#> 1623              Sainte-Croix          VD 6.50 46.8
#> 1624              Sainte-Croix          VD 6.50 46.8
#> 1625              Sainte-Croix          VD 6.50 46.8
#> 1626              Sainte-Croix          VD 6.50 46.8
#> 1627              Sainte-Croix          VD 6.50 46.8
#> 1628                    Bullet          VD 6.56 46.8
#> 1629                    Bullet          VD 6.56 46.8
#> 1630              Sainte-Croix          VD 6.46 46.8
#> 1631              Sainte-Croix          VD 6.46 46.8
#> 1632                   Yvonand          VD 6.73 46.8
#> 1633                   Yvonand          VD 6.73 46.8
#> 1634                   Yvonand          VD 6.73 46.8
#> 1635                   Yvonand          VD 6.73 46.8
#> 1636        Chavannes-le-Chêne          VD 6.78 46.8
#> 1637        Chavannes-le-Chêne          VD 6.78 46.8
#> 1638        Chavannes-le-Chêne          VD 6.78 46.8
#> 1639           Cheyres-Châbles          FR 6.79 46.8
#> 1640           Cheyres-Châbles          FR 6.79 46.8
#> 1641           Cheyres-Châbles          FR 6.79 46.8
#> 1642           Cheyres-Châbles          FR 6.79 46.8
#> 1643           Cheyres-Châbles          FR 6.79 46.8
#> 1644           Cheyres-Châbles          FR 6.79 46.8
#> 1645           Cheyres-Châbles          FR 6.79 46.8
#> 1646           Cheyres-Châbles          FR 6.79 46.8
#> 1647           Cheyres-Châbles          FR 6.79 46.8
#> 1648                Lully (FR)          FR 6.85 46.8
#> 1649                Lully (FR)          FR 6.85 46.8
#> 1650                Lully (FR)          FR 6.85 46.8
#> 1651                Lully (FR)          FR 6.85 46.8
#> 1652                Lully (FR)          FR 6.85 46.8
#> 1653                Lully (FR)          FR 6.85 46.8
#> 1654                Lully (FR)          FR 6.85 46.8
#> 1655                Lully (FR)          FR 6.85 46.8
#> 1656                Lully (FR)          FR 6.85 46.8
#> 1657                Lully (FR)          FR 6.85 46.8
#> 1658                Lully (FR)          FR 6.85 46.8
#> 1659                Lully (FR)          FR 6.85 46.8
#> 1660                Lully (FR)          FR 6.85 46.8
#> 1661                Lully (FR)          FR 6.85 46.8
#> 1662                Lully (FR)          FR 6.85 46.8
#> 1663                Lully (FR)          FR 6.85 46.8
#> 1664                Lully (FR)          FR 6.85 46.8
#> 1665                Lully (FR)          FR 6.85 46.8
#> 1666            Châtillon (FR)          FR 6.83 46.8
#> 1667            Châtillon (FR)          FR 6.83 46.8
#> 1668            Châtillon (FR)          FR 6.83 46.8
#> 1669            Châtillon (FR)          FR 6.83 46.8
#> 1670            Châtillon (FR)          FR 6.83 46.8
#> 1671           Cheyres-Châbles          FR 6.81 46.8
#> 1672           Cheyres-Châbles          FR 6.81 46.8
#> 1673           Cheyres-Châbles          FR 6.81 46.8
#> 1674           Cheyres-Châbles          FR 6.81 46.8
#> 1675           Cheyres-Châbles          FR 6.81 46.8
#> 1676           Cheyres-Châbles          FR 6.81 46.8
#> 1677                 Estavayer          FR 6.88 46.9
#> 1678                 Estavayer          FR 6.88 46.9
#> 1679                 Estavayer          FR 6.88 46.9
#> 1680                 Estavayer          FR 6.88 46.9
#> 1681                 Estavayer          FR 6.88 46.9
#> 1682                 Estavayer          FR 6.88 46.9
#> 1683                 Estavayer          FR 6.88 46.9
#> 1684                 Estavayer          FR 6.88 46.9
#> 1685                 Estavayer          FR 6.88 46.9
#> 1686                 Estavayer          FR 6.88 46.9
#> 1687                 Estavayer          FR 6.88 46.9
#> 1688                 Estavayer          FR 6.88 46.9
#> 1689                 Estavayer          FR 6.88 46.9
#> 1690                 Cugy (FR)          FR 6.89 46.8
#> 1691                 Cugy (FR)          FR 6.89 46.8
#> 1692                 Cugy (FR)          FR 6.89 46.8
#> 1693                 Cugy (FR)          FR 6.89 46.8
#> 1694                 Cugy (FR)          FR 6.89 46.8
#> 1695                 Cugy (FR)          FR 6.89 46.8
#> 1696                 Cugy (FR)          FR 6.89 46.8
#> 1697                 Cugy (FR)          FR 6.89 46.8
#> 1698                 Cugy (FR)          FR 6.89 46.8
#> 1699                 Cugy (FR)          FR 6.89 46.8
#> 1700               Les Montets          FR 6.86 46.8
#> 1701                   Nuvilly          FR 6.84 46.8
#> 1702                 Estavayer          FR 6.77 46.7
#> 1703                 Estavayer          FR 6.81 46.8
#> 1704                 Estavayer          FR 6.81 46.8
#> 1705                 Estavayer          FR 6.81 46.8
#> 1706                 Vucherens          VD 6.77 46.6
#> 1707                 Vucherens          VD 6.77 46.6
#> 1708                 Vucherens          VD 6.77 46.6
#> 1709                 Vucherens          VD 6.77 46.6
#> 1710                 Vucherens          VD 6.77 46.6
#> 1711                 Vucherens          VD 6.77 46.6
#> 1712                    Moudon          VD 6.79 46.7
#> 1713                    Moudon          VD 6.79 46.7
#> 1714                    Moudon          VD 6.79 46.7
#> 1715                    Moudon          VD 6.79 46.7
#> 1716                    Moudon          VD 6.79 46.7
#> 1717                    Moudon          VD 6.79 46.7
#> 1718                    Moudon          VD 6.79 46.7
#> 1719                    Moudon          VD 6.79 46.7
#> 1720                    Moudon          VD 6.79 46.7
#> 1721                    Moudon          VD 6.79 46.7
#> 1722                    Moudon          VD 6.79 46.7
#> 1723                    Moudon          VD 6.79 46.7
#> 1724                    Moudon          VD 6.79 46.7
#> 1725                    Moudon          VD 6.79 46.7
#> 1726                    Moudon          VD 6.79 46.7
#> 1727                    Moudon          VD 6.79 46.7
#> 1728                    Moudon          VD 6.79 46.7
#> 1729                    Moudon          VD 6.79 46.7
#> 1730                    Moudon          VD 6.79 46.7
#> 1731                    Moudon          VD 6.79 46.7
#> 1732                    Moudon          VD 6.79 46.7
#> 1733                    Moudon          VD 6.79 46.7
#> 1734                    Moudon          VD 6.79 46.7
#> 1735                    Moudon          VD 6.79 46.7
#> 1736                    Moudon          VD 6.79 46.7
#> 1737                    Moudon          VD 6.79 46.7
#> 1738                    Moudon          VD 6.79 46.7
#> 1739                    Moudon          VD 6.79 46.7
#> 1740                    Moudon          VD 6.79 46.7
#> 1741                    Moudon          VD 6.79 46.7
#> 1742                    Moudon          VD 6.79 46.7
#> 1743                    Moudon          VD 6.79 46.7
#> 1744                    Moudon          VD 6.79 46.7
#> 1745                    Moudon          VD 6.79 46.7
#> 1746                    Moudon          VD 6.79 46.7
#> 1747                    Moudon          VD 6.79 46.7
#> 1748                    Moudon          VD 6.79 46.7
#> 1749                    Moudon          VD 6.79 46.7
#> 1750                    Moudon          VD 6.79 46.7
#> 1751                    Moudon          VD 6.79 46.7
#> 1752                    Moudon          VD 6.79 46.7
#> 1753                    Moudon          VD 6.79 46.7
#> 1754                    Moudon          VD 6.79 46.7
#> 1755                    Moudon          VD 6.79 46.7
#> 1756                    Moudon          VD 6.79 46.7
#> 1757                    Moudon          VD 6.79 46.7
#> 1758                    Moudon          VD 6.79 46.7
#> 1759                    Moudon          VD 6.79 46.7
#> 1760                Hermenches          VD 6.76 46.6
#> 1761          Bussy-sur-Moudon          VD 6.81 46.7
#> 1762          Bussy-sur-Moudon          VD 6.81 46.7
#> 1763          Bussy-sur-Moudon          VD 6.81 46.7
#> 1764          Bussy-sur-Moudon          VD 6.81 46.7
#> 1765          Bussy-sur-Moudon          VD 6.81 46.7
#> 1766          Bussy-sur-Moudon          VD 6.81 46.7
#> 1767          Bussy-sur-Moudon          VD 6.81 46.7
#> 1768          Bussy-sur-Moudon          VD 6.81 46.7
#> 1769          Bussy-sur-Moudon          VD 6.81 46.7
#> 1770          Bussy-sur-Moudon          VD 6.81 46.7
#> 1771                    Lucens          VD 6.84 46.7
#> 1772                    Lucens          VD 6.84 46.7
#> 1773                    Lucens          VD 6.84 46.7
#> 1774                    Lucens          VD 6.84 46.7
#> 1775                    Lucens          VD 6.84 46.7
#> 1776                    Lucens          VD 6.84 46.7
#> 1777                    Lucens          VD 6.84 46.7
#> 1778                    Lucens          VD 6.84 46.7
#> 1779                    Lucens          VD 6.84 46.7
#> 1780                    Lucens          VD 6.84 46.7
#> 1781                    Lucens          VD 6.84 46.7
#> 1782                    Lucens          VD 6.84 46.7
#> 1783                    Lucens          VD 6.84 46.7
#> 1784                    Lucens          VD 6.84 46.7
#> 1785                    Lucens          VD 6.84 46.7
#> 1786                    Lucens          VD 6.84 46.7
#> 1787                    Lucens          VD 6.84 46.7
#> 1788                    Lucens          VD 6.84 46.7
#> 1789                    Lucens          VD 6.84 46.7
#> 1790                    Lucens          VD 6.84 46.7
#> 1791                    Lucens          VD 6.84 46.7
#> 1792                    Lucens          VD 6.84 46.7
#> 1793                    Lucens          VD 6.84 46.7
#> 1794                    Lucens          VD 6.84 46.7
#> 1795                    Lucens          VD 6.84 46.7
#> 1796                    Lucens          VD 6.84 46.7
#> 1797                    Lucens          VD 6.84 46.7
#> 1798                  Valbroye          VD 6.88 46.8
#> 1799                  Valbroye          VD 6.88 46.8
#> 1800                  Valbroye          VD 6.88 46.8
#> 1801                  Valbroye          VD 6.88 46.8
#> 1802                  Valbroye          VD 6.90 46.8
#> 1803                 Surpierre          FR 6.86 46.7
#> 1804                 Surpierre          FR 6.86 46.7
#> 1805                 Surpierre          FR 6.87 46.7
#> 1806                 Surpierre          FR 6.87 46.7
#> 1807                 Surpierre          FR 6.86 46.7
#> 1808                 Surpierre          FR 6.83 46.7
#> 1809                   Payerne          VD 6.93 46.8
#> 1810                   Payerne          VD 6.93 46.8
#> 1811                   Payerne          VD 6.93 46.8
#> 1812                   Payerne          VD 6.93 46.8
#> 1813                   Payerne          VD 6.93 46.8
#> 1814                   Payerne          VD 6.93 46.8
#> 1815                   Payerne          VD 6.93 46.8
#> 1816                   Payerne          VD 6.93 46.8
#> 1817                   Payerne          VD 6.93 46.8
#> 1818                   Payerne          VD 6.93 46.8
#> 1819                   Payerne          VD 6.93 46.8
#> 1820                   Payerne          VD 6.93 46.8
#> 1821                   Payerne          VD 6.93 46.8
#> 1822                   Payerne          VD 6.93 46.8
#> 1823                   Payerne          VD 6.93 46.8
#> 1824                   Payerne          VD 6.93 46.8
#> 1825                   Payerne          VD 6.93 46.8
#> 1826                   Payerne          VD 6.93 46.8
#> 1827                   Payerne          VD 6.93 46.8
#> 1828                   Payerne          VD 6.93 46.8
#> 1829                   Payerne          VD 6.93 46.8
#> 1830                   Payerne          VD 6.93 46.8
#> 1831                   Payerne          VD 6.93 46.8
#> 1832                   Payerne          VD 6.93 46.8
#> 1833                   Payerne          VD 6.93 46.8
#> 1834                   Payerne          VD 6.93 46.8
#> 1835                   Payerne          VD 6.93 46.8
#> 1836                   Payerne          VD 6.93 46.8
#> 1837                   Payerne          VD 6.93 46.8
#> 1838                   Payerne          VD 6.93 46.8
#> 1839                   Fétigny          FR 6.91 46.8
#> 1840                   Fétigny          FR 6.91 46.8
#> 1841                   Fétigny          FR 6.91 46.8
#> 1842                   Fétigny          FR 6.91 46.8
#> 1843                   Fétigny          FR 6.91 46.8
#> 1844                     Sévaz          FR 6.87 46.8
#> 1845                     Sévaz          FR 6.87 46.8
#> 1846                 Estavayer          FR 6.91 46.9
#> 1847                 Estavayer          FR 6.91 46.9
#> 1848                 Estavayer          FR 6.91 46.9
#> 1849                Gletterens          FR 6.94 46.9
#> 1850                Gletterens          FR 6.94 46.9
#> 1851                Gletterens          FR 6.94 46.9
#> 1852                Gletterens          FR 6.94 46.9
#> 1853                Gletterens          FR 6.94 46.9
#> 1854                Gletterens          FR 6.94 46.9
#> 1855                Gletterens          FR 6.94 46.9
#> 1856                Gletterens          FR 6.94 46.9
#> 1857                Gletterens          FR 6.94 46.9
#> 1858                Gletterens          FR 6.94 46.9
#> 1859                Gletterens          FR 6.94 46.9
#> 1860                Gletterens          FR 6.94 46.9
#> 1861                      Trey          VD 6.92 46.8
#> 1862                      Trey          VD 6.92 46.8
#> 1863                      Trey          VD 6.92 46.8
#> 1864                      Trey          VD 6.92 46.8
#> 1865                 Villarzel          VD 6.93 46.7
#> 1866                 Villarzel          VD 6.93 46.7
#> 1867                 Villarzel          VD 6.91 46.7
#> 1868                 Villarzel          VD 6.91 46.7
#> 1869             Montagny (FR)          FR 6.97 46.8
#> 1870             Montagny (FR)          FR 6.97 46.8
#> 1871             Montagny (FR)          FR 6.97 46.8
#> 1872             Montagny (FR)          FR 6.97 46.8
#> 1873             Montagny (FR)          FR 6.97 46.8
#> 1874             Montagny (FR)          FR 6.97 46.8
#> 1875             Montagny (FR)          FR 6.97 46.8
#> 1876             Montagny (FR)          FR 6.97 46.8
#> 1877             Montagny (FR)          FR 6.97 46.8
#> 1878             Montagny (FR)          FR 6.97 46.8
#> 1879             Montagny (FR)          FR 6.97 46.8
#> 1880             Montagny (FR)          FR 6.97 46.8
#> 1881             Montagny (FR)          FR 6.97 46.8
#> 1882             Montagny (FR)          FR 6.97 46.8
#> 1883             Montagny (FR)          FR 6.97 46.8
#> 1884             Montagny (FR)          FR 6.97 46.8
#> 1885             Montagny (FR)          FR 6.97 46.8
#> 1886             Montagny (FR)          FR 6.97 46.8
#> 1887             Montagny (FR)          FR 6.97 46.8
#> 1888             Montagny (FR)          FR 6.97 46.8
#> 1889             Belmont-Broye          FR 6.99 46.9
#> 1890             Belmont-Broye          FR 6.99 46.9
#> 1891             Belmont-Broye          FR 6.99 46.9
#> 1892             Belmont-Broye          FR 6.99 46.9
#> 1893             Belmont-Broye          FR 6.99 46.9
#> 1894             Belmont-Broye          FR 6.99 46.9
#> 1895             Belmont-Broye          FR 7.01 46.9
#> 1896             Belmont-Broye          FR 7.01 46.9
#> 1897             Belmont-Broye          FR 7.01 46.9
#> 1898             Belmont-Broye          FR 7.01 46.9
#> 1899             Belmont-Broye          FR 7.01 46.9
#> 1900             Belmont-Broye          FR 7.01 46.9
#> 1901             Belmont-Broye          FR 7.01 46.9
#> 1902             Belmont-Broye          FR 7.01 46.9
#> 1903             Belmont-Broye          FR 7.01 46.9
#> 1904             Belmont-Broye          FR 7.01 46.9
#> 1905             Belmont-Broye          FR 7.01 46.9
#> 1906             Belmont-Broye          FR 7.01 46.9
#> 1907             Belmont-Broye          FR 7.01 46.9
#> 1908             Belmont-Broye          FR 7.01 46.9
#> 1909             Belmont-Broye          FR 7.01 46.9
#> 1910             Belmont-Broye          FR 7.01 46.9
#> 1911             Belmont-Broye          FR 7.01 46.9
#> 1912             Belmont-Broye          FR 7.01 46.9
#> 1913             Belmont-Broye          FR 7.01 46.9
#> 1914             Belmont-Broye          FR 7.01 46.9
#> 1915             Belmont-Broye          FR 7.01 46.9
#> 1916             Belmont-Broye          FR 7.01 46.9
#> 1917             Belmont-Broye          FR 7.01 46.9
#> 1918             Belmont-Broye          FR 7.01 46.9
#> 1919             Belmont-Broye          FR 7.01 46.9
#> 1920             Belmont-Broye          FR 7.01 46.9
#> 1921             Belmont-Broye          FR 7.01 46.9
#> 1922             Belmont-Broye          FR 7.01 46.9
#> 1923             Belmont-Broye          FR 7.01 46.9
#> 1924             Belmont-Broye          FR 7.01 46.9
#> 1925             Belmont-Broye          FR 7.01 46.9
#> 1926             Belmont-Broye          FR 7.01 46.9
#> 1927             Belmont-Broye          FR 7.01 46.9
#> 1928             Belmont-Broye          FR 7.01 46.9
#> 1929             Belmont-Broye          FR 7.01 46.9
#> 1930             Belmont-Broye          FR 7.01 46.9
#> 1931                    Vallon          FR 6.95 46.9
#> 1932                    Vallon          FR 6.95 46.9
#> 1933                    Vallon          FR 6.95 46.9
#> 1934                    Vallon          FR 6.95 46.9
#> 1935                    Vallon          FR 6.95 46.9
#> 1936                    Vallon          FR 6.95 46.9
#> 1937                    Vallon          FR 6.95 46.9
#> 1938          Saint-Aubin (FR)          FR 6.98 46.9
#> 1939          Saint-Aubin (FR)          FR 6.98 46.9
#> 1940          Saint-Aubin (FR)          FR 6.98 46.9
#> 1941          Saint-Aubin (FR)          FR 6.98 46.9
#> 1942          Saint-Aubin (FR)          FR 6.98 46.9
#> 1943          Saint-Aubin (FR)          FR 6.98 46.9
#> 1944          Saint-Aubin (FR)          FR 6.98 46.9
#> 1945          Saint-Aubin (FR)          FR 6.98 46.9
#> 1946          Saint-Aubin (FR)          FR 6.98 46.9
#> 1947          Saint-Aubin (FR)          FR 6.98 46.9
#> 1948          Saint-Aubin (FR)          FR 6.98 46.9
#> 1949          Saint-Aubin (FR)          FR 6.98 46.9
#> 1950          Saint-Aubin (FR)          FR 6.98 46.9
#> 1951          Saint-Aubin (FR)          FR 6.98 46.9
#> 1952          Saint-Aubin (FR)          FR 6.98 46.9
#> 1953          Saint-Aubin (FR)          FR 6.98 46.9
#> 1954          Saint-Aubin (FR)          FR 6.98 46.9
#> 1955          Saint-Aubin (FR)          FR 6.98 46.9
#> 1956          Saint-Aubin (FR)          FR 6.98 46.9
#> 1957          Saint-Aubin (FR)          FR 6.98 46.9
#> 1958          Saint-Aubin (FR)          FR 6.98 46.9
#> 1959          Saint-Aubin (FR)          FR 6.98 46.9
#> 1960          Saint-Aubin (FR)          FR 6.98 46.9
#> 1961          Saint-Aubin (FR)          FR 6.98 46.9
#> 1962          Saint-Aubin (FR)          FR 6.98 46.9
#> 1963          Saint-Aubin (FR)          FR 6.98 46.9
#> 1964          Saint-Aubin (FR)          FR 6.98 46.9
#> 1965          Saint-Aubin (FR)          FR 6.98 46.9
#> 1966          Saint-Aubin (FR)          FR 6.98 46.9
#> 1967          Delley-Portalban          FR 6.95 46.9
#> 1968          Delley-Portalban          FR 6.95 46.9
#> 1969             Belmont-Broye          FR 7.03 46.9
#> 1970             Belmont-Broye          FR 7.03 46.9
#> 1971             Belmont-Broye          FR 7.03 46.9
#> 1972             Belmont-Broye          FR 7.03 46.9
#> 1973             Belmont-Broye          FR 7.03 46.9
#> 1974             Belmont-Broye          FR 7.03 46.9
#> 1975             Belmont-Broye          FR 7.03 46.9
#> 1976             Belmont-Broye          FR 7.03 46.9
#> 1977             Belmont-Broye          FR 7.03 46.9
#> 1978             Belmont-Broye          FR 7.03 46.9
#> 1979             Belmont-Broye          FR 7.03 46.9
#> 1980             Belmont-Broye          FR 7.03 46.9
#> 1981             Belmont-Broye          FR 7.03 46.9
#> 1982             Belmont-Broye          FR 7.03 46.9
#> 1983             Belmont-Broye          FR 7.03 46.9
#> 1984             Belmont-Broye          FR 7.03 46.9
#> 1985                 Courtepin          FR 7.08 46.9
#> 1986            Vully-les-Lacs          VD 7.00 46.9
#> 1987            Vully-les-Lacs          VD 7.00 46.9
#> 1988            Vully-les-Lacs          VD 7.00 46.9
#> 1989            Vully-les-Lacs          VD 7.00 46.9
#> 1990            Vully-les-Lacs          VD 7.00 46.9
#> 1991            Vully-les-Lacs          VD 7.00 46.9
#> 1992            Vully-les-Lacs          VD 7.00 46.9
#> 1993            Vully-les-Lacs          VD 7.00 46.9
#> 1994            Vully-les-Lacs          VD 7.03 46.9
#> 1995            Vully-les-Lacs          VD 7.03 46.9
#> 1996            Vully-les-Lacs          VD 7.03 46.9
#> 1997            Vully-les-Lacs          VD 7.03 46.9
#> 1998            Vully-les-Lacs          VD 7.04 46.9
#> 1999            Vully-les-Lacs          VD 7.04 46.9
#> 2000            Vully-les-Lacs          VD 7.01 46.9
#> 2001            Vully-les-Lacs          VD 7.01 46.9
#> 2002            Vully-les-Lacs          VD 7.01 46.9
#> 2003                  Cudrefin          VD 7.03 47.0
#> 2004                  Cudrefin          VD 7.03 47.0
#> 2005                  Cudrefin          VD 7.03 47.0
#> 2006                  Cudrefin          VD 7.03 47.0
#> 2007                  Cudrefin          VD 7.03 47.0
#> 2008                  Cudrefin          VD 7.03 47.0
#> 2009                  Cudrefin          VD 7.03 47.0
#> 2010                  Cudrefin          VD 7.03 47.0
#> 2011                  Cudrefin          VD 7.03 47.0
#> 2012            Vully-les-Lacs          VD 6.98 46.9
#> 2013            Vully-les-Lacs          VD 6.98 46.9
#> 2014            Vully-les-Lacs          VD 6.98 46.9
#> 2015            Vully-les-Lacs          VD 6.98 46.9
#> 2016                    Murten          FR 7.09 46.9
#> 2017                   Puidoux          VD 6.81 46.5
#> 2018                   Puidoux          VD 6.81 46.5
#> 2019          Chapelle (Glâne)          FR 6.84 46.6
#> 2020          Chapelle (Glâne)          FR 6.84 46.6
#> 2021          Chapelle (Glâne)          FR 6.84 46.6
#> 2022          Chapelle (Glâne)          FR 6.84 46.6
#> 2023         Saint-Martin (FR)          FR 6.89 46.6
#> 2024         Saint-Martin (FR)          FR 6.89 46.6
#> 2025                      Oron          VD 6.82 46.6
#> 2026                      Oron          VD 6.82 46.6
#> 2027                      Oron          VD 6.82 46.6
#> 2028                      Oron          VD 6.82 46.6
#> 2029                      Oron          VD 6.82 46.6
#> 2030                      Oron          VD 6.82 46.6
#> 2031                      Oron          VD 6.82 46.6
#> 2032                      Oron          VD 6.82 46.6
#> 2033                      Oron          VD 6.82 46.6
#> 2034                      Oron          VD 6.82 46.6
#> 2035                      Oron          VD 6.82 46.6
#> 2036                      Oron          VD 6.82 46.6
#> 2037                      Oron          VD 6.86 46.6
#> 2038                      Oron          VD 6.86 46.6
#> 2039                   Maracon          VD 6.88 46.6
#> 2040                   Maracon          VD 6.88 46.6
#> 2041         Granges (Veveyse)          FR 6.83 46.5
#> 2042         Granges (Veveyse)          FR 6.83 46.5
#> 2043         Granges (Veveyse)          FR 6.83 46.5
#> 2044                Bossonnens          FR 6.85 46.5
#> 2045                Bossonnens          FR 6.85 46.5
#> 2046                Bossonnens          FR 6.85 46.5
#> 2047                Bossonnens          FR 6.85 46.5
#> 2048                Bossonnens          FR 6.85 46.5
#> 2049                Bossonnens          FR 6.85 46.5
#> 2050                Bossonnens          FR 6.85 46.5
#> 2051                Bossonnens          FR 6.85 46.5
#> 2052                  Attalens          FR 6.85 46.5
#> 2053                  Attalens          FR 6.85 46.5
#> 2054                  Attalens          FR 6.85 46.5
#> 2055                  Attalens          FR 6.85 46.5
#> 2056                  Attalens          FR 6.85 46.5
#> 2057                  Attalens          FR 6.85 46.5
#> 2058                  Attalens          FR 6.85 46.5
#> 2059                  Attalens          FR 6.85 46.5
#> 2060                  Attalens          FR 6.85 46.5
#> 2061                  Attalens          FR 6.85 46.5
#> 2062                  Attalens          FR 6.85 46.5
#> 2063                  Attalens          FR 6.87 46.5
#> 2064                  Attalens          FR 6.87 46.5
#> 2065                  Attalens          FR 6.87 46.5
#> 2066        Châtel-Saint-Denis          FR 6.94 46.5
#> 2067        Châtel-Saint-Denis          FR 6.94 46.5
#> 2068        Châtel-Saint-Denis          FR 6.94 46.5
#> 2069        Châtel-Saint-Denis          FR 6.94 46.5
#> 2070        Châtel-Saint-Denis          FR 6.94 46.5
#> 2071        Châtel-Saint-Denis          FR 6.94 46.5
#> 2072        Châtel-Saint-Denis          FR 6.94 46.5
#> 2073        Châtel-Saint-Denis          FR 6.94 46.5
#> 2074        Châtel-Saint-Denis          FR 6.94 46.5
#> 2075        Châtel-Saint-Denis          FR 6.94 46.5
#> 2076        Châtel-Saint-Denis          FR 6.94 46.5
#> 2077        Châtel-Saint-Denis          FR 6.94 46.5
#> 2078        Châtel-Saint-Denis          FR 6.94 46.5
#> 2079        Châtel-Saint-Denis          FR 6.94 46.5
#> 2080        Châtel-Saint-Denis          FR 6.94 46.5
#> 2081        Châtel-Saint-Denis          FR 6.94 46.5
#> 2082        Châtel-Saint-Denis          FR 6.94 46.5
#> 2083        Châtel-Saint-Denis          FR 6.94 46.5
#> 2084        Châtel-Saint-Denis          FR 6.94 46.5
#> 2085        Châtel-Saint-Denis          FR 6.94 46.5
#> 2086        Châtel-Saint-Denis          FR 6.97 46.5
#> 2087        Châtel-Saint-Denis          FR 6.97 46.5
#> 2088        Châtel-Saint-Denis          FR 6.97 46.5
#> 2089        Châtel-Saint-Denis          FR 6.97 46.5
#> 2090        Châtel-Saint-Denis          FR 6.97 46.5
#> 2091        Châtel-Saint-Denis          FR 6.97 46.5
#> 2092        Châtel-Saint-Denis          FR 6.97 46.5
#> 2093        Châtel-Saint-Denis          FR 6.97 46.5
#> 2094        Châtel-Saint-Denis          FR 6.97 46.5
#> 2095        Châtel-Saint-Denis          FR 6.97 46.5
#> 2096        Châtel-Saint-Denis          FR 6.97 46.5
#> 2097        Châtel-Saint-Denis          FR 6.97 46.5
#> 2098        Châtel-Saint-Denis          FR 6.97 46.5
#> 2099        Châtel-Saint-Denis          FR 6.97 46.5
#> 2100        Châtel-Saint-Denis          FR 6.97 46.5
#> 2101        Châtel-Saint-Denis          FR 6.97 46.5
#> 2102        Châtel-Saint-Denis          FR 6.97 46.5
#> 2103        Châtel-Saint-Denis          FR 6.97 46.5
#> 2104        Châtel-Saint-Denis          FR 6.97 46.5
#> 2105        Châtel-Saint-Denis          FR 6.97 46.5
#> 2106                  Semsales          FR 6.95 46.6
#> 2107                  Semsales          FR 6.95 46.6
#> 2108                  Semsales          FR 6.95 46.6
#> 2109                  Semsales          FR 6.95 46.6
#> 2110                  Semsales          FR 6.95 46.6
#> 2111               La Verrerie          FR 6.92 46.6
#> 2112               La Verrerie          FR 6.92 46.6
#> 2113               La Verrerie          FR 6.92 46.6
#> 2114               La Verrerie          FR 6.92 46.6
#> 2115               La Verrerie          FR 6.92 46.6
#> 2116                     Sâles          FR 6.96 46.6
#> 2117                     Sâles          FR 6.96 46.6
#> 2118                     Sâles          FR 6.96 46.6
#> 2119                     Sâles          FR 6.96 46.6
#> 2120                     Sâles          FR 6.96 46.6
#> 2121                     Sâles          FR 6.96 46.6
#> 2122                 Echarlens          FR 7.03 46.6
#> 2123                 Echarlens          FR 7.03 46.6
#> 2124                 Echarlens          FR 7.03 46.6
#> 2125                 Echarlens          FR 7.03 46.6
#> 2126                     Bulle          FR 7.01 46.6
#> 2127                     Bulle          FR 7.01 46.6
#> 2128                     Bulle          FR 7.01 46.6
#> 2129                     Bulle          FR 7.01 46.6
#> 2130                     Bulle          FR 7.01 46.6
#> 2131                     Bulle          FR 7.01 46.6
#> 2132                     Bulle          FR 7.01 46.6
#> 2133                     Bulle          FR 7.01 46.6
#> 2134                     Bulle          FR 7.01 46.6
#> 2135                     Bulle          FR 7.01 46.6
#> 2136                     Bulle          FR 7.01 46.6
#> 2137                     Bulle          FR 7.01 46.6
#> 2138                     Bulle          FR 7.01 46.6
#> 2139                     Bulle          FR 7.01 46.6
#> 2140                     Bulle          FR 7.01 46.6
#> 2141                     Bulle          FR 7.01 46.6
#> 2142                     Bulle          FR 7.01 46.6
#> 2143                     Bulle          FR 7.01 46.6
#> 2144                     Bulle          FR 7.01 46.6
#> 2145                     Bulle          FR 7.01 46.6
#> 2146                     Bulle          FR 7.01 46.6
#> 2147                     Bulle          FR 7.01 46.6
#> 2148                     Bulle          FR 7.01 46.6
#> 2149                     Bulle          FR 7.01 46.6
#> 2150                     Bulle          FR 7.01 46.6
#> 2151                     Bulle          FR 7.01 46.6
#> 2152                     Bulle          FR 7.01 46.6
#> 2153                     Bulle          FR 7.01 46.6
#> 2154                     Bulle          FR 7.01 46.6
#> 2155                     Bulle          FR 7.01 46.6
#> 2156                     Bulle          FR 7.01 46.6
#> 2157                     Bulle          FR 7.01 46.6
#> 2158                     Bulle          FR 7.01 46.6
#> 2159                     Bulle          FR 7.01 46.6
#> 2160                     Bulle          FR 7.01 46.6
#> 2161                     Bulle          FR 7.01 46.6
#> 2162                     Bulle          FR 7.01 46.6
#> 2163                     Bulle          FR 7.01 46.6
#> 2164                     Bulle          FR 7.01 46.6
#> 2165                     Bulle          FR 7.01 46.6
#> 2166                      Riaz          FR 7.04 46.6
#> 2167                      Riaz          FR 7.04 46.6
#> 2168                      Riaz          FR 7.04 46.6
#> 2169                      Riaz          FR 7.04 46.6
#> 2170                   Marsens          FR 7.04 46.7
#> 2171                   Marsens          FR 7.04 46.7
#> 2172                   Marsens          FR 7.04 46.7
#> 2173                   Marsens          FR 7.04 46.7
#> 2174                   Marsens          FR 7.04 46.7
#> 2175                   Marsens          FR 7.04 46.7
#> 2176                   Marsens          FR 7.04 46.7
#> 2177                Hauteville          FR 7.14 46.7
#> 2178                Hauteville          FR 7.14 46.7
#> 2179                Hauteville          FR 7.14 46.7
#> 2180                Hauteville          FR 7.14 46.7
#> 2181                Hauteville          FR 7.14 46.7
#> 2182                Hauteville          FR 7.14 46.7
#> 2183                Hauteville          FR 7.14 46.7
#> 2184                Hauteville          FR 7.14 46.7
#> 2185                Hauteville          FR 7.14 46.7
#> 2186                Hauteville          FR 7.14 46.7
#> 2187                Hauteville          FR 7.14 46.7
#> 2188                Hauteville          FR 7.14 46.7
#> 2189                Hauteville          FR 7.14 46.7
#> 2190                Hauteville          FR 7.14 46.7
#> 2191                Hauteville          FR 7.14 46.7
#> 2192                Hauteville          FR 7.14 46.7
#> 2193                Hauteville          FR 7.14 46.7
#> 2194                Hauteville          FR 7.14 46.7
#> 2195                Hauteville          FR 7.14 46.7
#> 2196                Hauteville          FR 7.14 46.7
#> 2197                Hauteville          FR 7.14 46.7
#> 2198                     Bulle          FR 7.03 46.6
#> 2199                     Bulle          FR 7.03 46.6
#> 2200                     Bulle          FR 7.03 46.6
#> 2201                     Bulle          FR 7.03 46.6
#> 2202                     Bulle          FR 7.03 46.6
#> 2203                     Bulle          FR 7.03 46.6
#> 2204                     Bulle          FR 7.03 46.6
#> 2205                     Bulle          FR 7.03 46.6
#> 2206                     Bulle          FR 7.03 46.6
#> 2207                     Bulle          FR 7.03 46.6
#> 2208                     Bulle          FR 7.03 46.6
#> 2209                     Bulle          FR 7.03 46.6
#> 2210                     Bulle          FR 7.03 46.6
#> 2211                     Bulle          FR 7.03 46.6
#> 2212                      Broc          FR 7.13 46.6
#> 2213                      Broc          FR 7.13 46.6
#> 2214                      Broc          FR 7.13 46.6
#> 2215                      Broc          FR 7.13 46.6
#> 2216                      Broc          FR 7.13 46.6
#> 2217                      Broc          FR 7.13 46.6
#> 2218                      Broc          FR 7.13 46.6
#> 2219                      Broc          FR 7.13 46.6
#> 2220                      Broc          FR 7.13 46.6
#> 2221                      Broc          FR 7.13 46.6
#> 2222                      Jaun          FR 7.21 46.6
#> 2223                      Jaun          FR 7.21 46.6
#> 2224                      Jaun          FR 7.21 46.6
#> 2225                      Jaun          FR 7.21 46.6
#> 2226                      Jaun          FR 7.21 46.6
#> 2227                      Jaun          FR 7.21 46.6
#> 2228                      Jaun          FR 7.21 46.6
#> 2229                      Jaun          FR 7.21 46.6
#> 2230                    Morlon          FR 7.09 46.6
#> 2231                    Morlon          FR 7.09 46.6
#> 2232                    Morlon          FR 7.09 46.6
#> 2233                    Morlon          FR 7.09 46.6
#> 2234                    Morlon          FR 7.09 46.6
#> 2235                    Morlon          FR 7.09 46.6
#> 2236                    Sorens          FR 7.04 46.7
#> 2237                    Sorens          FR 7.04 46.7
#> 2238                    Sorens          FR 7.04 46.7
#> 2239                    Sorens          FR 7.04 46.7
#> 2240              Pont-en-Ogoz          FR 7.08 46.7
#> 2241              Pont-en-Ogoz          FR 7.08 46.7
#> 2242              Pont-en-Ogoz          FR 7.08 46.7
#> 2243              Pont-en-Ogoz          FR 7.08 46.7
#> 2244              Pont-en-Ogoz          FR 7.08 46.7
#> 2245              Pont-en-Ogoz          FR 7.08 46.7
#> 2246              Pont-en-Ogoz          FR 7.08 46.7
#> 2247              Pont-en-Ogoz          FR 7.08 46.7
#> 2248              Pont-en-Ogoz          FR 7.08 46.7
#> 2249              Pont-en-Ogoz          FR 7.08 46.7
#> 2250                 Corbières          FR 7.12 46.7
#> 2251                Hauteville          FR 7.13 46.7
#> 2252                Hauteville          FR 7.13 46.7
#> 2253             Pont-la-Ville          FR 7.11 46.7
#> 2254             Pont-la-Ville          FR 7.11 46.7
#> 2255                 Botterens          FR 7.11 46.6
#> 2256                      Broc          FR 7.12 46.6
#> 2257                      Jaun          FR 7.28 46.6
#> 2258                      Jaun          FR 7.28 46.6
#> 2259                Rossinière          VD 7.06 46.5
#> 2260                Rossinière          VD 7.06 46.5
#> 2261            Ormont-Dessous          VD 7.05 46.4
#> 2262            Ormont-Dessous          VD 7.05 46.4
#> 2263            Ormont-Dessous          VD 7.05 46.4
#> 2264            Ormont-Dessous          VD 7.05 46.4
#> 2265            Ormont-Dessous          VD 7.05 46.4
#> 2266            Ormont-Dessous          VD 7.05 46.4
#> 2267            Ormont-Dessous          VD 7.05 46.4
#> 2268            Ormont-Dessous          VD 7.05 46.4
#> 2269            Ormont-Dessous          VD 7.05 46.4
#> 2270            Ormont-Dessous          VD 7.05 46.4
#> 2271            Ormont-Dessous          VD 7.05 46.4
#> 2272            Ormont-Dessous          VD 7.05 46.4
#> 2273            Ormont-Dessous          VD 7.05 46.4
#> 2274            Ormont-Dessous          VD 7.05 46.4
#> 2275            Ormont-Dessous          VD 7.05 46.4
#> 2276            Ormont-Dessous          VD 7.05 46.4
#> 2277            Ormont-Dessous          VD 7.05 46.4
#> 2278            Ormont-Dessous          VD 7.05 46.4
#> 2279                     Bulle          FR 7.04 46.6
#> 2280                     Bulle          FR 7.04 46.6
#> 2281                  Gruyères          FR 7.08 46.6
#> 2282                  Gruyères          FR 7.08 46.6
#> 2283                  Gruyères          FR 7.08 46.6
#> 2284              Grandvillard          FR 7.11 46.5
#> 2285              Grandvillard          FR 7.11 46.5
#> 2286              Grandvillard          FR 7.11 46.5
#> 2287              Grandvillard          FR 7.11 46.5
#> 2288              Grandvillard          FR 7.11 46.5
#> 2289              Grandvillard          FR 7.11 46.5
#> 2290              Grandvillard          FR 7.11 46.5
#> 2291              Grandvillard          FR 7.11 46.5
#> 2292              Grandvillard          FR 7.11 46.5
#> 2293              Grandvillard          FR 7.11 46.5
#> 2294              Grandvillard          FR 7.11 46.5
#> 2295              Grandvillard          FR 7.11 46.5
#> 2296              Bas-Intyamon          FR 7.07 46.6
#> 2297              Bas-Intyamon          FR 7.07 46.6
#> 2298              Bas-Intyamon          FR 7.07 46.6
#> 2299             Haut-Intyamon          FR 7.02 46.5
#> 2300             Haut-Intyamon          FR 7.02 46.5
#> 2301             Haut-Intyamon          FR 7.02 46.5
#> 2302             Haut-Intyamon          FR 7.02 46.5
#> 2303             Haut-Intyamon          FR 7.02 46.5
#> 2304                      Ursy          FR 6.84 46.6
#> 2305                      Ursy          FR 6.84 46.6
#> 2306                Auboranges          FR 6.80 46.6
#> 2307                Auboranges          FR 6.80 46.6
#> 2308                Auboranges          FR 6.80 46.6
#> 2309                Auboranges          FR 6.80 46.6
#> 2310                Auboranges          FR 6.80 46.6
#> 2311                Auboranges          FR 6.80 46.6
#> 2312                Auboranges          FR 6.80 46.6
#> 2313                Auboranges          FR 6.80 46.6
#> 2314                  Siviriez          FR 6.90 46.7
#> 2315                  Siviriez          FR 6.90 46.7
#> 2316                  Siviriez          FR 6.90 46.7
#> 2317                  Siviriez          FR 6.90 46.7
#> 2318                  Siviriez          FR 6.90 46.7
#> 2319                  Siviriez          FR 6.90 46.7
#> 2320                  Siviriez          FR 6.90 46.7
#> 2321                  Siviriez          FR 6.90 46.7
#> 2322                  Siviriez          FR 6.90 46.7
#> 2323                  Siviriez          FR 6.90 46.7
#> 2324                  Siviriez          FR 6.90 46.7
#> 2325                  Siviriez          FR 6.90 46.7
#> 2326                  Siviriez          FR 6.90 46.7
#> 2327                  Siviriez          FR 6.90 46.7
#> 2328                  Siviriez          FR 6.90 46.7
#> 2329                  Siviriez          FR 6.90 46.7
#> 2330                  Siviriez          FR 6.88 46.7
#> 2331             Mézières (FR)          FR 6.94 46.7
#> 2332             Mézières (FR)          FR 6.94 46.7
#> 2333             Mézières (FR)          FR 6.94 46.7
#> 2334             Mézières (FR)          FR 6.94 46.7
#> 2335             Mézières (FR)          FR 6.94 46.7
#> 2336             Mézières (FR)          FR 6.94 46.7
#> 2337             Mézières (FR)          FR 6.94 46.7
#> 2338             Mézières (FR)          FR 6.94 46.7
#> 2339             Mézières (FR)          FR 6.94 46.7
#> 2340             Mézières (FR)          FR 6.94 46.7
#> 2341             Mézières (FR)          FR 6.94 46.7
#> 2342             Mézières (FR)          FR 6.94 46.7
#> 2343             Mézières (FR)          FR 6.94 46.7
#> 2344             Mézières (FR)          FR 6.94 46.7
#> 2345             Mézières (FR)          FR 6.94 46.7
#> 2346             Mézières (FR)          FR 6.94 46.7
#> 2347             Mézières (FR)          FR 6.94 46.7
#> 2348             Mézières (FR)          FR 6.94 46.7
#> 2349             Mézières (FR)          FR 6.94 46.7
#> 2350             Mézières (FR)          FR 6.94 46.7
#> 2351             Mézières (FR)          FR 6.94 46.7
#> 2352             Mézières (FR)          FR 6.94 46.7
#> 2353             Mézières (FR)          FR 6.94 46.7
#> 2354             Mézières (FR)          FR 6.94 46.7
#> 2355             Mézières (FR)          FR 6.94 46.7
#> 2356           Billens-Hennens          FR 6.90 46.7
#> 2357           Billens-Hennens          FR 6.90 46.7
#> 2358           Billens-Hennens          FR 6.90 46.7
#> 2359           Billens-Hennens          FR 6.90 46.7
#> 2360           Billens-Hennens          FR 6.90 46.7
#> 2361           Billens-Hennens          FR 6.90 46.7
#> 2362            Dompierre (VD)          VD 6.88 46.7
#> 2363            Dompierre (VD)          VD 6.88 46.7
#> 2364            Dompierre (VD)          VD 6.88 46.7
#> 2365            Dompierre (VD)          VD 6.88 46.7
#> 2366            Dompierre (VD)          VD 6.88 46.7
#> 2367                    Lucens          VD 6.86 46.7
#> 2368                    Lucens          VD 6.86 46.7
#> 2369                    Lucens          VD 6.86 46.7
#> 2370                    Lucens          VD 6.86 46.7
#> 2371             Mézières (FR)          FR 6.93 46.7
#> 2372             Mézières (FR)          FR 6.93 46.7
#> 2373             Mézières (FR)          FR 6.93 46.7
#> 2374             Mézières (FR)          FR 6.93 46.7
#> 2375             Mézières (FR)          FR 6.93 46.7
#> 2376             Mézières (FR)          FR 6.93 46.7
#> 2377             Mézières (FR)          FR 6.93 46.7
#> 2378                Grangettes          FR 6.98 46.7
#> 2379 Vuisternens-devant-Romont          FR 6.93 46.7
#> 2380 Vuisternens-devant-Romont          FR 6.93 46.7
#> 2381 Vuisternens-devant-Romont          FR 6.93 46.7
#> 2382 Vuisternens-devant-Romont          FR 6.93 46.7
#> 2383             Villorsonnens          FR 6.97 46.7
#> 2384             Villorsonnens          FR 6.97 46.7
#> 2385             Villorsonnens          FR 6.97 46.7
#> 2386                Massonnens          FR 6.98 46.7
#> 2387                Massonnens          FR 6.98 46.7
#> 2388             Villorsonnens          FR 7.02 46.7
#> 2389             Villorsonnens          FR 7.02 46.7
#> 2390             Villorsonnens          FR 7.02 46.7
#> 2391             Villorsonnens          FR 7.02 46.7
#> 2392             Villorsonnens          FR 7.02 46.7
#> 2393             Villorsonnens          FR 7.02 46.7
#> 2394             Villorsonnens          FR 7.02 46.7
#> 2395             Villorsonnens          FR 7.02 46.7
#> 2396             Villorsonnens          FR 7.02 46.7
#> 2397             Villorsonnens          FR 7.02 46.7
#> 2398             Villorsonnens          FR 7.02 46.7
#> 2399             Villorsonnens          FR 7.02 46.7
#> 2400                   Gibloux          FR 7.03 46.7
#> 2401                   Gibloux          FR 7.03 46.7
#> 2402                   Gibloux          FR 7.03 46.7
#> 2403                   Gibloux          FR 7.03 46.7
#> 2404                   Gibloux          FR 7.03 46.7
#> 2405                   Gibloux          FR 7.03 46.7
#> 2406                   Gibloux          FR 7.03 46.7
#> 2407                   Gibloux          FR 7.03 46.7
#> 2408                   Gibloux          FR 7.03 46.7
#> 2409                   Gibloux          FR 7.06 46.7
#> 2410                   Gibloux          FR 7.06 46.7
#> 2411                   Gibloux          FR 7.06 46.7
#> 2412                   Gibloux          FR 7.06 46.7
#> 2413                   Le Flon          FR 6.87 46.6
#> 2414                   Le Flon          FR 6.87 46.6
#> 2415                   Le Flon          FR 6.87 46.6
#> 2416                  Fribourg          FR 7.16 46.8
#> 2417                  Fribourg          FR 7.16 46.8
#> 2418                  Fribourg          FR 7.16 46.8
#> 2419                  Fribourg          FR 7.16 46.8
#> 2420                  Fribourg          FR 7.16 46.8
#> 2421                  Fribourg          FR 7.16 46.8
#> 2422                  Fribourg          FR 7.16 46.8
#> 2423                  Fribourg          FR 7.16 46.8
#> 2424                  Fribourg          FR 7.16 46.8
#> 2425                  Fribourg          FR 7.16 46.8
#> 2426                  Fribourg          FR 7.16 46.8
#> 2427                  Fribourg          FR 7.16 46.8
#> 2428                  Fribourg          FR 7.16 46.8
#> 2429                  Fribourg          FR 7.16 46.8
#> 2430                  Fribourg          FR 7.16 46.8
#> 2431                  Fribourg          FR 7.16 46.8
#> 2432                  Fribourg          FR 7.16 46.8
#> 2433                  Fribourg          FR 7.16 46.8
#> 2434                  Fribourg          FR 7.16 46.8
#> 2435                  Fribourg          FR 7.16 46.8
#> 2436                  Fribourg          FR 7.16 46.8
#> 2437                  Fribourg          FR 7.16 46.8
#> 2438                  Fribourg          FR 7.16 46.8
#> 2439                  Fribourg          FR 7.16 46.8
#> 2440                  Fribourg          FR 7.16 46.8
#> 2441                  Fribourg          FR 7.16 46.8
#> 2442                  Fribourg          FR 7.16 46.8
#> 2443                  Fribourg          FR 7.16 46.8
#> 2444                  Fribourg          FR 7.16 46.8
#> 2445                  Fribourg          FR 7.16 46.8
#> 2446                  Fribourg          FR 7.16 46.8
#> 2447                  Fribourg          FR 7.16 46.8
#> 2448                  Fribourg          FR 7.16 46.8
#> 2449                  Fribourg          FR 7.16 46.8
#> 2450                  Fribourg          FR 7.16 46.8
#> 2451                  Fribourg          FR 7.16 46.8
#> 2452                  Fribourg          FR 7.16 46.8
#> 2453                  Fribourg          FR 7.16 46.8
#> 2454                  Fribourg          FR 7.16 46.8
#> 2455                  Fribourg          FR 7.16 46.8
#> 2456                  Fribourg          FR 7.16 46.8
#> 2457                  Fribourg          FR 7.16 46.8
#> 2458                  Fribourg          FR 7.16 46.8
#> 2459                  Fribourg          FR 7.16 46.8
#> 2460                  Fribourg          FR 7.16 46.8
#> 2461                  Fribourg          FR 7.16 46.8
#> 2462                  Fribourg          FR 7.16 46.8
#> 2463                  Fribourg          FR 7.16 46.8
#> 2464                  Fribourg          FR 7.16 46.8
#> 2465                  Fribourg          FR 7.16 46.8
#> 2466                  Fribourg          FR 7.16 46.8
#> 2467                  Fribourg          FR 7.16 46.8
#> 2468                  Fribourg          FR 7.16 46.8
#> 2469                  Fribourg          FR 7.16 46.8
#> 2470            Schmitten (FR)          FR 7.25 46.8
#> 2471            Schmitten (FR)          FR 7.25 46.8
#> 2472            Schmitten (FR)          FR 7.26 46.8
#> 2473            Schmitten (FR)          FR 7.26 46.8
#> 2474                Heitenried          FR 7.30 46.8
#> 2475                Heitenried          FR 7.30 46.8
#> 2476                 St. Ursen          FR 7.27 46.8
#> 2477                 St. Ursen          FR 7.27 46.8
#> 2478                 St. Ursen          FR 7.27 46.8
#> 2479                 St. Ursen          FR 7.27 46.8
#> 2480                 St. Ursen          FR 7.27 46.8
#> 2481                 St. Ursen          FR 7.27 46.8
#> 2482                 St. Ursen          FR 7.27 46.8
#> 2483                      Jaun          FR 7.29 46.7
#> 2484                      Jaun          FR 7.29 46.7
#> 2485                      Jaun          FR 7.29 46.7
#> 2486                      Jaun          FR 7.29 46.7
#> 2487                Brünisried          FR 7.28 46.8
#> 2488                   Belfaux          FR 7.07 46.8
#> 2489                   Belfaux          FR 7.07 46.8
#> 2490                   Belfaux          FR 7.07 46.8
#> 2491                   Belfaux          FR 7.07 46.8
#> 2492                   Belfaux          FR 7.07 46.8
#> 2493                   Belfaux          FR 7.07 46.8
#> 2494                   Belfaux          FR 7.07 46.8
#> 2495                   Belfaux          FR 7.07 46.8
#> 2496                   Belfaux          FR 7.07 46.8
#> 2497                   Belfaux          FR 7.07 46.8
#> 2498                   Belfaux          FR 7.07 46.8
#> 2499                   Belfaux          FR 7.07 46.8
#> 2500                   Belfaux          FR 7.07 46.8
#> 2501                   Belfaux          FR 7.07 46.8
#> 2502                   Belfaux          FR 7.07 46.8
#> 2503                   Belfaux          FR 7.07 46.8
#> 2504           Misery-Courtion          FR 7.07 46.9
#> 2505           Misery-Courtion          FR 7.07 46.9
#> 2506           Misery-Courtion          FR 7.07 46.9
#> 2507           Misery-Courtion          FR 7.07 46.9
#> 2508           Misery-Courtion          FR 7.07 46.9
#> 2509           Misery-Courtion          FR 7.07 46.9
#> 2510           Misery-Courtion          FR 7.07 46.9
#> 2511           Misery-Courtion          FR 7.07 46.9
#> 2512           Misery-Courtion          FR 7.07 46.9
#> 2513           Misery-Courtion          FR 7.07 46.9
#> 2514           Misery-Courtion          FR 7.07 46.9
#> 2515           Misery-Courtion          FR 7.07 46.9
#> 2516           Misery-Courtion          FR 7.07 46.9
#> 2517           Misery-Courtion          FR 7.07 46.9
#> 2518           Misery-Courtion          FR 7.07 46.9
#> 2519           Misery-Courtion          FR 7.07 46.9
#> 2520           Misery-Courtion          FR 7.07 46.9
#> 2521           Misery-Courtion          FR 7.07 46.9
#> 2522           Misery-Courtion          FR 7.07 46.9
#> 2523                  Fribourg          FR 7.18 46.8
#> 2524                  Fribourg          FR 7.18 46.8
#> 2525                  Fribourg          FR 7.18 46.8
#> 2526                  Fribourg          FR 7.18 46.8
#> 2527                  Fribourg          FR 7.18 46.8
#> 2528                     Marly          FR 7.15 46.8
#> 2529                     Marly          FR 7.15 46.8
#> 2530                     Marly          FR 7.15 46.8
#> 2531                     Marly          FR 7.15 46.8
#> 2532                     Marly          FR 7.15 46.8
#> 2533                     Marly          FR 7.15 46.8
#> 2534                     Marly          FR 7.15 46.8
#> 2535                     Marly          FR 7.15 46.8
#> 2536                     Marly          FR 7.15 46.8
#> 2537                     Marly          FR 7.15 46.8
#> 2538                     Marly          FR 7.15 46.8
#> 2539                     Marly          FR 7.15 46.8
#> 2540                     Marly          FR 7.15 46.8
#> 2541                     Marly          FR 7.15 46.8
#> 2542                     Marly          FR 7.15 46.8
#> 2543                     Marly          FR 7.15 46.8
#> 2544                     Marly          FR 7.15 46.8
#> 2545                     Marly          FR 7.15 46.8
#> 2546                     Marly          FR 7.15 46.8
#> 2547                     Marly          FR 7.15 46.8
#> 2548                     Marly          FR 7.15 46.8
#> 2549                     Marly          FR 7.15 46.8
#> 2550                     Marly          FR 7.15 46.8
#> 2551                     Marly          FR 7.15 46.8
#> 2552                     Marly          FR 7.15 46.8
#> 2553                     Marly          FR 7.15 46.8
#> 2554                     Marly          FR 7.15 46.8
#> 2555                     Marly          FR 7.15 46.8
#> 2556                     Marly          FR 7.15 46.8
#> 2557                     Marly          FR 7.15 46.8
#> 2558                     Marly          FR 7.15 46.8
#> 2559                     Marly          FR 7.15 46.8
#> 2560                     Marly          FR 7.15 46.8
#> 2561                     Marly          FR 7.15 46.8
#> 2562                 Ferpicloz          FR 7.16 46.7
#> 2563                 Ferpicloz          FR 7.16 46.7
#> 2564                 Ferpicloz          FR 7.16 46.7
#> 2565                 Ferpicloz          FR 7.16 46.7
#> 2566                 Ferpicloz          FR 7.16 46.7
#> 2567                 Ferpicloz          FR 7.16 46.7
#> 2568                 Ferpicloz          FR 7.16 46.7
#> 2569                 Ferpicloz          FR 7.16 46.7
#> 2570                 Ferpicloz          FR 7.16 46.7
#> 2571                 Ferpicloz          FR 7.16 46.7
#> 2572                 Ferpicloz          FR 7.16 46.7
#> 2573                 Ferpicloz          FR 7.16 46.7
#> 2574                 Ferpicloz          FR 7.16 46.7
#> 2575                 Ferpicloz          FR 7.16 46.7
#> 2576                 Ferpicloz          FR 7.16 46.7
#> 2577                     Marly          FR 7.13 46.8
#> 2578                     Marly          FR 7.13 46.8
#> 2579                     Marly          FR 7.13 46.8
#> 2580                     Marly          FR 7.13 46.8
#> 2581                     Marly          FR 7.13 46.8
#> 2582                     Marly          FR 7.13 46.8
#> 2583                     Marly          FR 7.13 46.8
#> 2584                     Marly          FR 7.13 46.8
#> 2585                     Marly          FR 7.13 46.8
#> 2586                     Marly          FR 7.13 46.8
#> 2587                     Marly          FR 7.13 46.8
#> 2588                     Marly          FR 7.13 46.8
#> 2589                     Marly          FR 7.13 46.8
#> 2590                     Marly          FR 7.13 46.8
#> 2591                     Marly          FR 7.13 46.8
#> 2592                     Marly          FR 7.13 46.8
#> 2593                     Marly          FR 7.13 46.8
#> 2594                     Marly          FR 7.13 46.8
#> 2595                     Marly          FR 7.13 46.8
#> 2596                     Marly          FR 7.13 46.8
#> 2597                     Marly          FR 7.13 46.8
#> 2598                     Marly          FR 7.13 46.8
#> 2599                     Marly          FR 7.13 46.8
#> 2600                     Marly          FR 7.13 46.8
#> 2601                   Gibloux          FR 7.07 46.7
#> 2602                   Gibloux          FR 7.07 46.7
#> 2603                   Gibloux          FR 7.07 46.7
#> 2604                   Gibloux          FR 7.07 46.7
#> 2605                   Gibloux          FR 7.07 46.7
#> 2606                   Gibloux          FR 7.07 46.7
#> 2607                   Gibloux          FR 7.07 46.7
#> 2608                   Gibloux          FR 7.07 46.7
#> 2609                   Gibloux          FR 7.07 46.7
#> 2610                   Gibloux          FR 7.07 46.7
#> 2611                   Gibloux          FR 7.07 46.7
#> 2612                   Gibloux          FR 7.07 46.7
#> 2613                   Gibloux          FR 7.07 46.7
#> 2614                   Gibloux          FR 7.07 46.7
#> 2615                   Gibloux          FR 7.10 46.7
#> 2616                   Gibloux          FR 7.10 46.7
#> 2617                   Gibloux          FR 7.10 46.7
#> 2618                   Gibloux          FR 7.10 46.7
#> 2619                   Gibloux          FR 7.10 46.7
#> 2620                   Gibloux          FR 7.10 46.7
#> 2621                   Gibloux          FR 7.10 46.7
#> 2622                   Gibloux          FR 7.10 46.7
#> 2623                   Gibloux          FR 7.10 46.7
#> 2624                   Gibloux          FR 7.10 46.7
#> 2625                   Gibloux          FR 7.10 46.7
#> 2626                   Gibloux          FR 7.10 46.7
#> 2627                   Gibloux          FR 7.10 46.7
#> 2628              Bois-d'Amont          FR 7.15 46.8
#> 2629              Bois-d'Amont          FR 7.15 46.8
#> 2630                  La Roche          FR 7.13 46.7
#> 2631                  La Roche          FR 7.13 46.7
#> 2632                  La Roche          FR 7.13 46.7
#> 2633                  La Roche          FR 7.13 46.7
#> 2634                  La Roche          FR 7.13 46.7
#> 2635                  La Roche          FR 7.13 46.7
#> 2636                  La Roche          FR 7.13 46.7
#> 2637                  La Roche          FR 7.13 46.7
#> 2638                  La Roche          FR 7.13 46.7
#> 2639                  La Roche          FR 7.13 46.7
#> 2640                  La Roche          FR 7.13 46.7
#> 2641                  La Roche          FR 7.13 46.7
#> 2642                 Le Mouret          FR 7.19 46.8
#> 2643                   Giffers          FR 7.23 46.8
#> 2644                   Giffers          FR 7.23 46.8
#> 2645                   Giffers          FR 7.23 46.8
#> 2646             St. Silvester          FR 7.22 46.7
#> 2647                  Plasselb          FR 7.24 46.7
#> 2648                  Plasselb          FR 7.24 46.7
#> 2649                  Plasselb          FR 7.24 46.7
#> 2650                  Plasselb          FR 7.24 46.7
#> 2651                  Plasselb          FR 7.24 46.7
#> 2652                  Plasselb          FR 7.24 46.7
#> 2653               Neyruz (FR)          FR 7.06 46.8
#> 2654               Neyruz (FR)          FR 7.06 46.8
#> 2655               Neyruz (FR)          FR 7.06 46.8
#> 2656               Neyruz (FR)          FR 7.06 46.8
#> 2657               Neyruz (FR)          FR 7.06 46.8
#> 2658               Neyruz (FR)          FR 7.06 46.8
#> 2659               Neyruz (FR)          FR 7.06 46.8
#> 2660               Neyruz (FR)          FR 7.06 46.8
#> 2661               Neyruz (FR)          FR 7.06 46.8
#> 2662               Neyruz (FR)          FR 7.06 46.8
#> 2663               Neyruz (FR)          FR 7.06 46.8
#> 2664               Neyruz (FR)          FR 7.06 46.8
#> 2665               Neyruz (FR)          FR 7.06 46.8
#> 2666               Neyruz (FR)          FR 7.06 46.8
#> 2667               Neyruz (FR)          FR 7.06 46.8
#> 2668               Neyruz (FR)          FR 7.06 46.8
#> 2669              Cottens (FR)          FR 7.03 46.8
#> 2670              Cottens (FR)          FR 7.03 46.8
#> 2671              Cottens (FR)          FR 7.03 46.8
#> 2672                   Autigny          FR 7.03 46.7
#> 2673                   Autigny          FR 7.03 46.7
#> 2674                   Chénens          FR 7.00 46.7
#> 2675                   Chénens          FR 7.00 46.7
#> 2676                   Chénens          FR 7.00 46.7
#> 2677                   Chénens          FR 7.00 46.7
#> 2678                   Chénens          FR 7.00 46.7
#> 2679                   Autigny          FR 7.01 46.8
#> 2680                   Autigny          FR 7.01 46.8
#> 2681                   Autigny          FR 7.01 46.8
#> 2682                   Autigny          FR 7.01 46.8
#> 2683                   Autigny          FR 7.01 46.8
#> 2684                      Prez          FR 7.01 46.8
#> 2685                      Prez          FR 7.01 46.8
#> 2686                      Prez          FR 7.01 46.8
#> 2687                      Prez          FR 7.01 46.8
#> 2688                      Prez          FR 7.01 46.8
#> 2689                      Prez          FR 7.01 46.8
#> 2690                      Prez          FR 7.01 46.8
#> 2691                      Prez          FR 7.01 46.8
#> 2692                      Prez          FR 7.01 46.8
#> 2693                      Prez          FR 7.01 46.8
#> 2694                      Prez          FR 6.99 46.8
#> 2695                      Prez          FR 6.99 46.8
#> 2696                     Torny          FR 6.97 46.8
#> 2697                     Torny          FR 6.97 46.8
#> 2698                     Torny          FR 6.97 46.8
#> 2699                     Torny          FR 6.95 46.8
#> 2700                     Torny          FR 6.95 46.8
#> 2701                     Torny          FR 6.95 46.8
#> 2702                     Torny          FR 6.95 46.8
#> 2703                     Torny          FR 6.95 46.8
#> 2704                     Torny          FR 6.95 46.8
#> 2705                     Torny          FR 6.95 46.8
#> 2706                     Torny          FR 6.95 46.8
#> 2707                     Torny          FR 6.95 46.8
#> 2708         Villars-sur-Glâne          FR 7.12 46.8
#> 2709         Villars-sur-Glâne          FR 7.12 46.8
#> 2710         Villars-sur-Glâne          FR 7.12 46.8
#> 2711         Villars-sur-Glâne          FR 7.12 46.8
#> 2712         Villars-sur-Glâne          FR 7.12 46.8
#> 2713         Villars-sur-Glâne          FR 7.12 46.8
#> 2714         Villars-sur-Glâne          FR 7.12 46.8
#> 2715         Villars-sur-Glâne          FR 7.12 46.8
#> 2716         Villars-sur-Glâne          FR 7.12 46.8
#> 2717         Villars-sur-Glâne          FR 7.12 46.8
#> 2718         Villars-sur-Glâne          FR 7.12 46.8
#> 2719         Villars-sur-Glâne          FR 7.12 46.8
#> 2720         Villars-sur-Glâne          FR 7.12 46.8
#> 2721         Villars-sur-Glâne          FR 7.12 46.8
#> 2722         Villars-sur-Glâne          FR 7.12 46.8
#> 2723         Villars-sur-Glâne          FR 7.12 46.8
#> 2724         Villars-sur-Glâne          FR 7.12 46.8
#> 2725         Villars-sur-Glâne          FR 7.12 46.8
#> 2726         Villars-sur-Glâne          FR 7.12 46.8
#> 2727         Villars-sur-Glâne          FR 7.12 46.8
#> 2728         Villars-sur-Glâne          FR 7.12 46.8
#> 2729         Villars-sur-Glâne          FR 7.12 46.8
#> 2730         Villars-sur-Glâne          FR 7.12 46.8
#> 2731               Corminboeuf          FR 7.09 46.8
#> 2732               Corminboeuf          FR 7.09 46.8
#> 2733               Corminboeuf          FR 7.09 46.8
#> 2734               Corminboeuf          FR 7.09 46.8
#> 2735               Corminboeuf          FR 7.09 46.8
#> 2736               Corminboeuf          FR 7.09 46.8
#> 2737               Corminboeuf          FR 7.09 46.8
#> 2738               Corminboeuf          FR 7.09 46.8
#> 2739               Corminboeuf          FR 7.09 46.8
#> 2740               Corminboeuf          FR 7.09 46.8
#> 2741               Corminboeuf          FR 7.09 46.8
#> 2742               Corminboeuf          FR 7.09 46.8
#> 2743               Corminboeuf          FR 7.09 46.8
#> 2744               Corminboeuf          FR 7.09 46.8
#> 2745               Corminboeuf          FR 7.09 46.8
#> 2746               Corminboeuf          FR 7.09 46.8
#> 2747               Corminboeuf          FR 7.09 46.8
#> 2748               Corminboeuf          FR 7.09 46.8
#> 2749               Corminboeuf          FR 7.09 46.8
#> 2750               Corminboeuf          FR 7.09 46.8
#> 2751               Corminboeuf          FR 7.09 46.8
#> 2752               Corminboeuf          FR 7.09 46.8
#> 2753                      Avry          FR 7.04 46.8
#> 2754                      Avry          FR 7.04 46.8
#> 2755                      Avry          FR 7.04 46.8
#> 2756                      Avry          FR 7.04 46.8
#> 2757                      Avry          FR 7.04 46.8
#> 2758                      Avry          FR 7.04 46.8
#> 2759                      Avry          FR 7.04 46.8
#> 2760                  Givisiez          FR 7.13 46.8
#> 2761                  Givisiez          FR 7.13 46.8
#> 2762                  Givisiez          FR 7.13 46.8
#> 2763                  Givisiez          FR 7.13 46.8
#> 2764                  Givisiez          FR 7.13 46.8
#> 2765                  Givisiez          FR 7.13 46.8
#> 2766                  Givisiez          FR 7.13 46.8
#> 2767            Granges-Paccot          FR 7.15 46.8
#> 2768            Granges-Paccot          FR 7.15 46.8
#> 2769            Granges-Paccot          FR 7.15 46.8
#> 2770            Granges-Paccot          FR 7.15 46.8
#> 2771            Granges-Paccot          FR 7.15 46.8
#> 2772            Granges-Paccot          FR 7.15 46.8
#> 2773            Granges-Paccot          FR 7.15 46.8
#> 2774            Granges-Paccot          FR 7.15 46.8
#> 2775             Belmont-Broye          FR 7.05 46.8
#> 2776             Belmont-Broye          FR 7.05 46.8
#> 2777             Belmont-Broye          FR 7.05 46.8
#> 2778             Belmont-Broye          FR 7.05 46.8
#> 2779             Belmont-Broye          FR 7.05 46.8
#> 2780             Belmont-Broye          FR 7.02 46.8
#> 2781             Belmont-Broye          FR 7.02 46.8
#> 2782             Belmont-Broye          FR 7.02 46.8
#> 2783             Belmont-Broye          FR 7.02 46.8
#> 2784             Belmont-Broye          FR 7.02 46.8
#> 2785             Belmont-Broye          FR 7.02 46.8
#> 2786             Belmont-Broye          FR 7.02 46.8
#> 2787             Belmont-Broye          FR 7.02 46.8
#> 2788             Belmont-Broye          FR 7.02 46.8
#> 2789             Belmont-Broye          FR 7.02 46.8
#> 2790             Belmont-Broye          FR 7.02 46.8
#> 2791             Montagny (FR)          FR 6.97 46.8
#> 2792             Montagny (FR)          FR 6.97 46.8
#> 2793             Montagny (FR)          FR 6.97 46.8
#> 2794             Montagny (FR)          FR 6.97 46.8
#> 2795             Montagny (FR)          FR 7.00 46.8
#> 2796             Montagny (FR)          FR 7.00 46.8
#> 2797             Montagny (FR)          FR 7.00 46.8
#> 2798             Montagny (FR)          FR 7.00 46.8
#> 2799             Montagny (FR)          FR 7.00 46.8
#> 2800             Montagny (FR)          FR 7.00 46.8
#> 2801             Montagny (FR)          FR 7.00 46.8
#> 2802             Montagny (FR)          FR 7.00 46.8
#> 2803             Montagny (FR)          FR 7.00 46.8
#> 2804             Montagny (FR)          FR 7.00 46.8
#> 2805             Montagny (FR)          FR 7.00 46.8
#> 2806                   Belfaux          FR 7.10 46.8
#> 2807                   Belfaux          FR 7.10 46.8
#> 2808                   Belfaux          FR 7.10 46.8
#> 2809                   Belfaux          FR 7.10 46.8
#> 2810                   Belfaux          FR 7.10 46.8
#> 2811                   Belfaux          FR 7.10 46.8
#> 2812                   Belfaux          FR 7.10 46.8
#> 2813                   Belfaux          FR 7.10 46.8
#> 2814                   Belfaux          FR 7.10 46.8
#> 2815                   Belfaux          FR 7.10 46.8
#> 2816                   Belfaux          FR 7.10 46.8
#> 2817                   Belfaux          FR 7.10 46.8
#> 2818                   Belfaux          FR 7.10 46.8
#> 2819                   Belfaux          FR 7.10 46.8
#> 2820                   Belfaux          FR 7.10 46.8
#> 2821                   Belfaux          FR 7.10 46.8
#> 2822                   Belfaux          FR 7.10 46.8
#> 2823                   Belfaux          FR 7.10 46.8
#> 2824                 Courtepin          FR 7.12 46.9
#> 2825                 Courtepin          FR 7.12 46.9
#> 2826                 Courtepin          FR 7.12 46.9
#> 2827                 Courtepin          FR 7.12 46.9
#> 2828                 Courtepin          FR 7.12 46.9
#> 2829                 Courtepin          FR 7.12 46.9
#> 2830                 Courtepin          FR 7.12 46.9
#> 2831                 Courtepin          FR 7.12 46.9
#> 2832                 Courtepin          FR 7.12 46.9
#> 2833                 Courtepin          FR 7.12 46.9
#> 2834                 Courtepin          FR 7.12 46.9
#> 2835             Cressier (FR)          FR 7.14 46.9
#> 2836             Cressier (FR)          FR 7.14 46.9
#> 2837             Cressier (FR)          FR 7.14 46.9
#> 2838             Cressier (FR)          FR 7.14 46.9
#> 2839             Cressier (FR)          FR 7.14 46.9
#> 2840             Cressier (FR)          FR 7.14 46.9
#> 2841             Cressier (FR)          FR 7.14 46.9
#> 2842             Cressier (FR)          FR 7.14 46.9
#> 2843             Cressier (FR)          FR 7.14 46.9
#> 2844             Cressier (FR)          FR 7.14 46.9
#> 2845             Cressier (FR)          FR 7.14 46.9
#> 2846             Cressier (FR)          FR 7.14 46.9
#> 2847             Cressier (FR)          FR 7.14 46.9
#> 2848             Cressier (FR)          FR 7.14 46.9
#> 2849             Cressier (FR)          FR 7.14 46.9
#> 2850             Cressier (FR)          FR 7.14 46.9
#> 2851                Mont-Vully          FR 7.11 47.0
#> 2852                Mont-Vully          FR 7.11 47.0
#> 2853                Mont-Vully          FR 7.11 47.0
#> 2854                Mont-Vully          FR 7.11 47.0
#> 2855                Mont-Vully          FR 7.07 46.9
#> 2856                Mont-Vully          FR 7.07 46.9
#> 2857                Mont-Vully          FR 7.07 46.9
#> 2858                Mont-Vully          FR 7.07 46.9
#> 2859                Mont-Vully          FR 7.07 46.9
#> 2860                Mont-Vully          FR 7.07 46.9
#> 2861                Mont-Vully          FR 7.07 46.9
#> 2862                Mont-Vully          FR 7.07 47.0
#> 2863                Mont-Vully          FR 7.07 47.0
#> 2864                Mont-Vully          FR 7.07 47.0
#> 2865                Mont-Vully          FR 7.07 47.0
#> 2866                 Courtepin          FR 7.13 46.9
#> 2867                   Gurmels          FR 7.15 46.9
#> 2868                Courgevaux          FR 7.11 46.9
#> 2869                Courgevaux          FR 7.11 46.9
#> 2870                Courgevaux          FR 7.11 46.9
#> 2871                Courgevaux          FR 7.11 46.9
#> 2872              Münchenwiler          BE 7.13 46.9
#> 2873              Münchenwiler          BE 7.13 46.9
#> 2874                     Vevey          VD 6.85 46.5
#> 2875                     Vevey          VD 6.85 46.5
#> 2876                     Vevey          VD 6.85 46.5
#> 2877                     Vevey          VD 6.85 46.5
#> 2878                     Vevey          VD 6.85 46.5
#> 2879                     Vevey          VD 6.85 46.5
#> 2880                     Vevey          VD 6.85 46.5
#> 2881                     Vevey          VD 6.85 46.5
#> 2882                     Vevey          VD 6.85 46.5
#> 2883                     Vevey          VD 6.85 46.5
#> 2884                     Vevey          VD 6.85 46.5
#> 2885                     Vevey          VD 6.85 46.5
#> 2886                     Vevey          VD 6.85 46.5
#> 2887                     Vevey          VD 6.85 46.5
#> 2888                     Vevey          VD 6.85 46.5
#> 2889                     Vevey          VD 6.85 46.5
#> 2890                     Vevey          VD 6.85 46.5
#> 2891                     Vevey          VD 6.85 46.5
#> 2892                     Vevey          VD 6.85 46.5
#> 2893                     Vevey          VD 6.85 46.5
#> 2894                     Vevey          VD 6.85 46.5
#> 2895                     Vevey          VD 6.85 46.5
#> 2896                     Vevey          VD 6.85 46.5
#> 2897                     Vevey          VD 6.85 46.5
#> 2898                     Vevey          VD 6.85 46.5
#> 2899                     Vevey          VD 6.85 46.5
#> 2900                     Vevey          VD 6.85 46.5
#> 2901                     Vevey          VD 6.85 46.5
#> 2902                     Vevey          VD 6.85 46.5
#> 2903                     Vevey          VD 6.85 46.5
#> 2904                 Chardonne          VD 6.82 46.5
#> 2905                 Chardonne          VD 6.82 46.5
#> 2906                 Chardonne          VD 6.82 46.5
#> 2907                  Corseaux          VD 6.83 46.5
#> 2908                  Corseaux          VD 6.83 46.5
#> 2909                  Corseaux          VD 6.83 46.5
#> 2910                  Corseaux          VD 6.83 46.5
#> 2911                  Corseaux          VD 6.83 46.5
#> 2912                  Corseaux          VD 6.83 46.5
#> 2913                  Corseaux          VD 6.83 46.5
#> 2914                  Corseaux          VD 6.83 46.5
#> 2915                  Corseaux          VD 6.83 46.5
#> 2916                  Corseaux          VD 6.83 46.5
#> 2917                  Corseaux          VD 6.83 46.5
#> 2918                  Corseaux          VD 6.83 46.5
#> 2919                 Chardonne          VD 6.82 46.5
#> 2920                 Chardonne          VD 6.82 46.5
#> 2921                 Chardonne          VD 6.82 46.5
#> 2922                 Chardonne          VD 6.82 46.5
#> 2923                 Chardonne          VD 6.82 46.5
#> 2924                 Chardonne          VD 6.82 46.5
#> 2925                 Chardonne          VD 6.82 46.5
#> 2926                 Chardonne          VD 6.82 46.5
#> 2927                 Chardonne          VD 6.82 46.5
#> 2928                 Chardonne          VD 6.82 46.5
#> 2929                 Chardonne          VD 6.82 46.5
#> 2930                 Chardonne          VD 6.82 46.5
#> 2931                 Chardonne          VD 6.82 46.5
#> 2932                 Chardonne          VD 6.82 46.5
#> 2933                 Chardonne          VD 6.82 46.5
#> 2934         Corsier-sur-Vevey          VD 6.85 46.5
#> 2935         Corsier-sur-Vevey          VD 6.85 46.5
#> 2936         Corsier-sur-Vevey          VD 6.85 46.5
#> 2937         Corsier-sur-Vevey          VD 6.85 46.5
#> 2938         Corsier-sur-Vevey          VD 6.85 46.5
#> 2939         Corsier-sur-Vevey          VD 6.85 46.5
#> 2940         Corsier-sur-Vevey          VD 6.85 46.5
#> 2941                 Chardonne          VD 6.84 46.5
#> 2942                 Chardonne          VD 6.84 46.5
#> 2943                 Chardonne          VD 6.84 46.5
#> 2944                 Chardonne          VD 6.84 46.5
#> 2945                 Chardonne          VD 6.84 46.5
#> 2946                 Chardonne          VD 6.84 46.5
#> 2947                 Chardonne          VD 6.84 46.5
#> 2948                 Chardonne          VD 6.84 46.5
#> 2949                 Chardonne          VD 6.84 46.5
#> 2950                 Chardonne          VD 6.84 46.5
#> 2951                 Chardonne          VD 6.84 46.5
#> 2952                 Chardonne          VD 6.84 46.5
#> 2953                 Chardonne          VD 6.84 46.5
#> 2954                 Chardonne          VD 6.84 46.5
#> 2955                 Chardonne          VD 6.84 46.5
#> 2956                 Chardonne          VD 6.84 46.5
#> 2957                 Chardonne          VD 6.84 46.5
#> 2958                 Chardonne          VD 6.84 46.5
#> 2959                 Chardonne          VD 6.84 46.5
#> 2960                  Montreux          VD 6.90 46.5
#> 2961                  Montreux          VD 6.90 46.5
#> 2962                  Montreux          VD 6.90 46.5
#> 2963                  Montreux          VD 6.90 46.5
#> 2964                  Montreux          VD 6.90 46.5
#> 2965                  Montreux          VD 6.90 46.5
#> 2966                  Montreux          VD 6.90 46.5
#> 2967                  Montreux          VD 6.90 46.5
#> 2968                  Montreux          VD 6.90 46.5
#> 2969                  Montreux          VD 6.90 46.5
#> 2970                  Montreux          VD 6.90 46.5
#> 2971                  Montreux          VD 6.90 46.5
#> 2972                  Montreux          VD 6.90 46.5
#> 2973                  Montreux          VD 6.90 46.5
#> 2974                  Montreux          VD 6.90 46.5
#> 2975                  Montreux          VD 6.90 46.5
#> 2976                  Montreux          VD 6.90 46.5
#> 2977                  Montreux          VD 6.90 46.5
#> 2978                  Montreux          VD 6.90 46.5
#> 2979                  Montreux          VD 6.90 46.5
#> 2980                  Montreux          VD 6.90 46.5
#> 2981                  Montreux          VD 6.90 46.5
#> 2982                  Montreux          VD 6.90 46.5
#> 2983                  Montreux          VD 6.90 46.5
#> 2984                  Montreux          VD 6.90 46.5
#> 2985                  Montreux          VD 6.90 46.5
#> 2986                  Montreux          VD 6.90 46.5
#> 2987                  Montreux          VD 6.90 46.5
#> 2988                  Montreux          VD 6.90 46.5
#> 2989                  Montreux          VD 6.90 46.5
#> 2990                  Montreux          VD 6.90 46.5
#> 2991                  Montreux          VD 6.90 46.5
#> 2992                  Montreux          VD 6.90 46.5
#> 2993                  Montreux          VD 6.90 46.5
#> 2994                  Montreux          VD 6.90 46.5
#> 2995                  Montreux          VD 6.90 46.5
#> 2996                  Attalens          FR 6.87 46.5
#> 2997                  Attalens          FR 6.87 46.5
#> 2998                  Attalens          FR 6.87 46.5
#> 2999                  Attalens          FR 6.87 46.5
#> 3000                  Attalens          FR 6.87 46.5
#> 3001         Corsier-sur-Vevey          VD 6.87 46.5
#> 3002         Corsier-sur-Vevey          VD 6.87 46.5
#> 3003         Corsier-sur-Vevey          VD 6.87 46.5
#> 3004          La Tour-de-Peilz          VD 6.87 46.5
#> 3005          La Tour-de-Peilz          VD 6.87 46.5
#> 3006          La Tour-de-Peilz          VD 6.87 46.5
#> 3007          La Tour-de-Peilz          VD 6.87 46.5
#> 3008          La Tour-de-Peilz          VD 6.87 46.5
#> 3009          La Tour-de-Peilz          VD 6.87 46.5
#> 3010          La Tour-de-Peilz          VD 6.87 46.5
#> 3011          La Tour-de-Peilz          VD 6.87 46.5
#> 3012          La Tour-de-Peilz          VD 6.87 46.5
#> 3013          La Tour-de-Peilz          VD 6.87 46.5
#> 3014          La Tour-de-Peilz          VD 6.87 46.5
#> 3015          La Tour-de-Peilz          VD 6.87 46.5
#> 3016          La Tour-de-Peilz          VD 6.87 46.5
#> 3017          La Tour-de-Peilz          VD 6.87 46.5
#> 3018          La Tour-de-Peilz          VD 6.87 46.5
#> 3019          La Tour-de-Peilz          VD 6.87 46.5
#> 3020          La Tour-de-Peilz          VD 6.87 46.5
#> 3021          La Tour-de-Peilz          VD 6.87 46.5
#> 3022          La Tour-de-Peilz          VD 6.87 46.5
#> 3023          La Tour-de-Peilz          VD 6.87 46.5
#> 3024          La Tour-de-Peilz          VD 6.87 46.5
#> 3025          La Tour-de-Peilz          VD 6.87 46.5
#> 3026          La Tour-de-Peilz          VD 6.87 46.5
#> 3027          La Tour-de-Peilz          VD 6.87 46.5
#> 3028          La Tour-de-Peilz          VD 6.87 46.5
#> 3029          La Tour-de-Peilz          VD 6.87 46.5
#> 3030          La Tour-de-Peilz          VD 6.87 46.5
#> 3031          La Tour-de-Peilz          VD 6.87 46.5
#> 3032          La Tour-de-Peilz          VD 6.87 46.5
#> 3033          La Tour-de-Peilz          VD 6.87 46.5
#> 3034          La Tour-de-Peilz          VD 6.87 46.5
#> 3035                  Montreux          VD 6.89 46.4
#> 3036                  Montreux          VD 6.89 46.4
#> 3037                  Montreux          VD 6.89 46.4
#> 3038                  Montreux          VD 6.89 46.4
#> 3039                  Montreux          VD 6.89 46.4
#> 3040                  Montreux          VD 6.89 46.4
#> 3041                  Montreux          VD 6.89 46.4
#> 3042                  Montreux          VD 6.89 46.4
#> 3043                  Montreux          VD 6.89 46.4
#> 3044                  Montreux          VD 6.89 46.4
#> 3045                  Montreux          VD 6.89 46.4
#> 3046                  Montreux          VD 6.89 46.4
#> 3047                  Montreux          VD 6.89 46.4
#> 3048                  Montreux          VD 6.89 46.4
#> 3049                  Montreux          VD 6.89 46.4
#> 3050                  Montreux          VD 6.89 46.4
#> 3051                  Montreux          VD 6.89 46.4
#> 3052                  Montreux          VD 6.89 46.4
#> 3053                  Montreux          VD 6.89 46.5
#> 3054                  Montreux          VD 6.89 46.5
#> 3055                  Montreux          VD 6.89 46.5
#> 3056                  Montreux          VD 6.89 46.5
#> 3057                  Montreux          VD 6.89 46.5
#> 3058                  Montreux          VD 6.89 46.5
#> 3059                  Montreux          VD 6.89 46.5
#> 3060                  Montreux          VD 6.89 46.5
#> 3061                  Montreux          VD 6.89 46.5
#> 3062                  Montreux          VD 6.89 46.5
#> 3063                  Montreux          VD 6.89 46.5
#> 3064                  Montreux          VD 6.89 46.5
#> 3065                  Montreux          VD 6.89 46.5
#> 3066                  Montreux          VD 6.89 46.5
#> 3067                  Montreux          VD 6.90 46.5
#> 3068                  Montreux          VD 6.90 46.5
#> 3069                  Montreux          VD 6.90 46.5
#> 3070                  Montreux          VD 6.90 46.5
#> 3071                  Montreux          VD 6.90 46.5
#> 3072                  Montreux          VD 6.90 46.5
#> 3073                  Montreux          VD 6.90 46.5
#> 3074                  Montreux          VD 6.90 46.5
#> 3075                  Montreux          VD 6.90 46.5
#> 3076                  Montreux          VD 6.90 46.5
#> 3077                  Montreux          VD 6.90 46.5
#> 3078                  Montreux          VD 6.91 46.4
#> 3079                  Montreux          VD 6.91 46.4
#> 3080                  Montreux          VD 6.91 46.4
#> 3081                  Montreux          VD 6.91 46.4
#> 3082                  Montreux          VD 6.91 46.4
#> 3083                  Montreux          VD 6.91 46.4
#> 3084                  Montreux          VD 6.91 46.4
#> 3085                  Montreux          VD 6.91 46.4
#> 3086                  Montreux          VD 6.91 46.4
#> 3087                  Montreux          VD 6.91 46.4
#> 3088                  Montreux          VD 6.91 46.4
#> 3089                  Montreux          VD 6.91 46.4
#> 3090                  Montreux          VD 6.91 46.4
#> 3091                  Montreux          VD 6.91 46.4
#> 3092                  Montreux          VD 6.91 46.4
#> 3093                  Montreux          VD 6.91 46.4
#> 3094                  Montreux          VD 6.91 46.4
#> 3095                  Montreux          VD 6.91 46.4
#> 3096                  Montreux          VD 6.91 46.4
#> 3097                  Montreux          VD 6.91 46.4
#> 3098                  Montreux          VD 6.91 46.4
#> 3099                  Montreux          VD 6.91 46.4
#> 3100                  Montreux          VD 6.91 46.4
#> 3101                  Montreux          VD 6.91 46.4
#> 3102                  Montreux          VD 6.91 46.4
#> 3103                  Montreux          VD 6.91 46.4
#> 3104                  Montreux          VD 6.91 46.4
#> 3105                  Montreux          VD 6.91 46.4
#> 3106                  Montreux          VD 6.91 46.4
#> 3107                  Montreux          VD 6.91 46.4
#> 3108                  Montreux          VD 6.91 46.4
#> 3109                  Montreux          VD 6.91 46.4
#> 3110                  Montreux          VD 6.91 46.4
#> 3111                  Montreux          VD 6.91 46.4
#> 3112                  Montreux          VD 6.91 46.4
#> 3113                  Montreux          VD 6.91 46.4
#> 3114                  Montreux          VD 6.91 46.4
#> 3115                  Montreux          VD 6.91 46.4
#> 3116                  Montreux          VD 6.91 46.4
#> 3117                  Montreux          VD 6.91 46.4
#> 3118                  Montreux          VD 6.91 46.4
#> 3119                  Montreux          VD 6.91 46.4
#> 3120                  Montreux          VD 6.91 46.4
#> 3121                  Montreux          VD 6.91 46.4
#> 3122                  Montreux          VD 6.91 46.4
#> 3123                  Montreux          VD 6.91 46.4
#> 3124                  Montreux          VD 6.91 46.4
#> 3125                  Montreux          VD 6.91 46.4
#> 3126                  Montreux          VD 6.91 46.4
#> 3127                  Montreux          VD 6.91 46.4
#> 3128                  Montreux          VD 6.91 46.4
#> 3129                  Montreux          VD 6.91 46.4
#> 3130                  Montreux          VD 6.91 46.4
#> 3131                  Montreux          VD 6.91 46.4
#> 3132                  Montreux          VD 6.91 46.4
#> 3133                  Montreux          VD 6.91 46.4
#> 3134                  Montreux          VD 6.91 46.4
#> 3135                  Montreux          VD 6.91 46.4
#> 3136                  Montreux          VD 6.91 46.4
#> 3137                  Montreux          VD 6.91 46.4
#> 3138                  Montreux          VD 6.91 46.4
#> 3139                  Montreux          VD 6.91 46.4
#> 3140                  Montreux          VD 6.91 46.4
#> 3141                  Montreux          VD 6.91 46.4
#> 3142                  Montreux          VD 6.91 46.4
#> 3143                  Montreux          VD 6.91 46.4
#> 3144                  Montreux          VD 6.91 46.4
#> 3145                  Montreux          VD 6.91 46.4
#> 3146                  Montreux          VD 6.91 46.4
#> 3147                  Montreux          VD 6.91 46.4
#> 3148                  Montreux          VD 6.91 46.4
#> 3149                  Montreux          VD 6.91 46.4
#> 3150                  Montreux          VD 6.91 46.4
#> 3151                  Montreux          VD 6.91 46.4
#> 3152                  Montreux          VD 6.91 46.4
#> 3153                  Montreux          VD 6.91 46.4
#> 3154                  Montreux          VD 6.91 46.4
#> 3155                  Montreux          VD 6.91 46.4
#> 3156                  Montreux          VD 6.91 46.4
#> 3157                  Montreux          VD 6.91 46.4
#> 3158                  Montreux          VD 6.91 46.4
#> 3159                  Montreux          VD 6.91 46.4
#> 3160                  Montreux          VD 6.91 46.4
#> 3161                  Montreux          VD 6.91 46.4
#> 3162                  Montreux          VD 6.91 46.4
#> 3163                  Montreux          VD 6.91 46.4
#> 3164                  Montreux          VD 6.91 46.4
#> 3165                  Montreux          VD 6.91 46.4
#> 3166                  Montreux          VD 6.91 46.4
#> 3167                  Montreux          VD 6.91 46.4
#> 3168                  Montreux          VD 6.91 46.4
#> 3169                  Montreux          VD 6.91 46.4
#> 3170                  Montreux          VD 6.91 46.4
#> 3171                  Montreux          VD 6.91 46.4
#> 3172                  Montreux          VD 6.91 46.4
#> 3173                  Montreux          VD 6.91 46.4
#> 3174                  Montreux          VD 6.91 46.4
#> 3175                  Montreux          VD 6.91 46.4
#> 3176                  Montreux          VD 6.91 46.4
#> 3177                  Montreux          VD 6.91 46.4
#> 3178                  Montreux          VD 6.91 46.4
#> 3179                  Montreux          VD 6.91 46.4
#> 3180                  Montreux          VD 6.91 46.4
#> 3181                  Montreux          VD 6.91 46.4
#> 3182                  Montreux          VD 6.91 46.4
#> 3183                  Montreux          VD 6.91 46.4
#> 3184                  Montreux          VD 6.91 46.4
#> 3185                  Montreux          VD 6.91 46.4
#> 3186                  Montreux          VD 6.91 46.4
#> 3187                  Montreux          VD 6.91 46.4
#> 3188                  Montreux          VD 6.91 46.4
#> 3189                  Montreux          VD 6.91 46.4
#> 3190                  Montreux          VD 6.91 46.4
#> 3191                  Montreux          VD 6.91 46.4
#> 3192                  Montreux          VD 6.91 46.4
#> 3193                  Montreux          VD 6.91 46.4
#> 3194                  Montreux          VD 6.91 46.4
#> 3195                  Montreux          VD 6.91 46.4
#> 3196                  Montreux          VD 6.91 46.4
#> 3197                  Montreux          VD 6.91 46.4
#> 3198                  Montreux          VD 6.91 46.4
#> 3199                  Montreux          VD 6.91 46.4
#> 3200                  Montreux          VD 6.91 46.4
#> 3201                  Montreux          VD 6.91 46.4
#> 3202                  Montreux          VD 6.91 46.4
#> 3203                  Montreux          VD 6.91 46.4
#> 3204                  Montreux          VD 6.91 46.4
#> 3205                  Montreux          VD 6.91 46.4
#> 3206                  Montreux          VD 6.91 46.4
#> 3207                  Montreux          VD 6.91 46.4
#> 3208                  Montreux          VD 6.91 46.4
#> 3209                  Montreux          VD 6.91 46.4
#> 3210                  Montreux          VD 6.91 46.4
#> 3211                  Montreux          VD 6.91 46.4
#> 3212                  Montreux          VD 6.91 46.4
#> 3213                  Montreux          VD 6.91 46.4
#> 3214                  Montreux          VD 6.91 46.4
#> 3215                  Montreux          VD 6.91 46.4
#> 3216                  Montreux          VD 6.91 46.4
#> 3217                  Montreux          VD 6.91 46.4
#> 3218                  Montreux          VD 6.91 46.4
#> 3219                  Montreux          VD 6.91 46.4
#> 3220                  Montreux          VD 6.91 46.4
#> 3221                  Montreux          VD 6.91 46.4
#> 3222                  Montreux          VD 6.91 46.4
#> 3223                  Montreux          VD 6.91 46.4
#> 3224                  Montreux          VD 6.91 46.4
#> 3225                  Montreux          VD 6.91 46.4
#> 3226                  Montreux          VD 6.91 46.4
#> 3227                  Montreux          VD 6.91 46.4
#> 3228                  Montreux          VD 6.91 46.4
#> 3229                  Montreux          VD 6.91 46.4
#> 3230                  Montreux          VD 6.91 46.4
#> 3231                  Montreux          VD 6.91 46.4
#> 3232                  Montreux          VD 6.91 46.4
#> 3233                  Montreux          VD 6.92 46.4
#> 3234                  Montreux          VD 6.92 46.4
#> 3235                  Montreux          VD 6.92 46.4
#> 3236                  Montreux          VD 6.92 46.4
#> 3237                  Montreux          VD 6.92 46.4
#> 3238                  Montreux          VD 6.92 46.4
#> 3239                  Montreux          VD 6.92 46.4
#> 3240                  Montreux          VD 6.92 46.4
#> 3241                  Montreux          VD 6.92 46.4
#> 3242                  Montreux          VD 6.92 46.4
#> 3243                  Montreux          VD 6.92 46.4
#> 3244                  Montreux          VD 6.92 46.4
#> 3245                  Montreux          VD 6.92 46.4
#> 3246                  Montreux          VD 6.92 46.4
#> 3247                  Montreux          VD 6.93 46.4
#> 3248                  Montreux          VD 6.97 46.4
#> 3249                  Montreux          VD 6.97 46.4
#> 3250                  Montreux          VD 6.97 46.4
#> 3251                  Montreux          VD 6.97 46.4
#> 3252                  Montreux          VD 6.92 46.5
#> 3253                  Montreux          VD 6.92 46.5
#> 3254           Villeneuve (VD)          VD 6.97 46.4
#> 3255           Villeneuve (VD)          VD 6.97 46.4
#> 3256           Villeneuve (VD)          VD 6.97 46.4
#> 3257           Villeneuve (VD)          VD 6.97 46.4
#> 3258           Villeneuve (VD)          VD 6.97 46.4
#> 3259           Villeneuve (VD)          VD 6.97 46.4
#> 3260           Villeneuve (VD)          VD 6.97 46.4
#> 3261           Villeneuve (VD)          VD 6.97 46.4
#> 3262           Villeneuve (VD)          VD 6.97 46.4
#> 3263           Villeneuve (VD)          VD 6.97 46.4
#> 3264           Villeneuve (VD)          VD 6.97 46.4
#> 3265           Villeneuve (VD)          VD 6.97 46.4
#> 3266           Villeneuve (VD)          VD 6.97 46.4
#> 3267           Villeneuve (VD)          VD 6.97 46.4
#> 3268           Villeneuve (VD)          VD 6.97 46.4
#> 3269           Villeneuve (VD)          VD 6.97 46.4
#> 3270           Villeneuve (VD)          VD 6.97 46.4
#> 3271           Villeneuve (VD)          VD 6.97 46.4
#> 3272           Villeneuve (VD)          VD 6.97 46.4
#> 3273           Villeneuve (VD)          VD 6.97 46.4
#> 3274           Villeneuve (VD)          VD 6.97 46.4
#> 3275           Villeneuve (VD)          VD 6.97 46.4
#> 3276           Villeneuve (VD)          VD 6.97 46.4
#> 3277           Villeneuve (VD)          VD 6.97 46.4
#> 3278           Villeneuve (VD)          VD 6.97 46.4
#> 3279           Villeneuve (VD)          VD 6.97 46.4
#> 3280           Villeneuve (VD)          VD 6.97 46.4
#> 3281           Villeneuve (VD)          VD 6.97 46.4
#> 3282           Villeneuve (VD)          VD 6.97 46.4
#> 3283           Villeneuve (VD)          VD 6.97 46.4
#> 3284           Villeneuve (VD)          VD 6.97 46.4
#> 3285           Villeneuve (VD)          VD 6.97 46.4
#> 3286                   Noville          VD 6.89 46.4
#> 3287                   Noville          VD 6.89 46.4
#> 3288                   Noville          VD 6.89 46.4
#> 3289                   Noville          VD 6.89 46.4
#> 3290                   Noville          VD 6.89 46.4
#> 3291                   Noville          VD 6.89 46.4
#> 3292                   Noville          VD 6.89 46.4
#> 3293                   Noville          VD 6.89 46.4
#> 3294                   Chessel          VD 6.90 46.4
#> 3295                    Rennaz          VD 6.92 46.4
#> 3296                    Rennaz          VD 6.92 46.4
#> 3297                    Rennaz          VD 6.92 46.4
#> 3298                    Rennaz          VD 6.92 46.4
#> 3299                    Rennaz          VD 6.92 46.4
#> 3300                    Rennaz          VD 6.92 46.4
#> 3301                    Rennaz          VD 6.92 46.4
#> 3302                    Rennaz          VD 6.92 46.4
#> 3303                    Rennaz          VD 6.92 46.4
#> 3304                    Rennaz          VD 6.92 46.4
#> 3305                    Rennaz          VD 6.92 46.4
#> 3306                    Rennaz          VD 6.92 46.4
#> 3307                Roche (VD)          VD 6.93 46.4
#> 3308                Roche (VD)          VD 6.93 46.4
#> 3309                Roche (VD)          VD 6.93 46.4
#> 3310                Roche (VD)          VD 6.93 46.4
#> 3311                Roche (VD)          VD 6.93 46.4
#> 3312                Roche (VD)          VD 6.93 46.4
#> 3313                Roche (VD)          VD 6.93 46.4
#> 3314                Roche (VD)          VD 6.93 46.4
#> 3315                Roche (VD)          VD 6.93 46.4
#> 3316                Roche (VD)          VD 6.93 46.4
#> 3317                Roche (VD)          VD 6.93 46.4
#> 3318                Roche (VD)          VD 6.93 46.4
#> 3319                Roche (VD)          VD 6.93 46.4
#> 3320                Roche (VD)          VD 6.93 46.4
#> 3321                Roche (VD)          VD 6.93 46.4
#> 3322                Roche (VD)          VD 6.93 46.4
#> 3323                Roche (VD)          VD 6.93 46.4
#> 3324                Roche (VD)          VD 6.93 46.4
#> 3325                    Yvorne          VD 6.93 46.3
#> 3326                    Yvorne          VD 6.93 46.3
#> 3327                    Leysin          VD 7.01 46.4
#> 3328                    Leysin          VD 7.01 46.4
#> 3329                    Leysin          VD 7.01 46.4
#> 3330                    Leysin          VD 7.01 46.4
#> 3331                    Leysin          VD 7.01 46.4
#> 3332                    Leysin          VD 7.01 46.4
#> 3333                    Leysin          VD 7.01 46.4
#> 3334                    Leysin          VD 7.01 46.4
#> 3335                    Leysin          VD 7.01 46.4
#> 3336                    Leysin          VD 7.01 46.4
#> 3337                    Leysin          VD 7.01 46.4
#> 3338                    Leysin          VD 7.01 46.4
#> 3339                    Leysin          VD 7.01 46.4
#> 3340                    Leysin          VD 7.01 46.4
#> 3341                    Leysin          VD 7.01 46.4
#> 3342                    Leysin          VD 7.01 46.4
#> 3343                    Leysin          VD 7.01 46.4
#> 3344                    Leysin          VD 7.01 46.4
#> 3345                    Leysin          VD 7.01 46.4
#> 3346                    Leysin          VD 7.01 46.4
#> 3347                    Leysin          VD 7.01 46.4
#> 3348                    Leysin          VD 7.01 46.4
#> 3349                    Leysin          VD 7.01 46.4
#> 3350                    Leysin          VD 7.01 46.4
#> 3351                    Leysin          VD 7.01 46.4
#> 3352                    Leysin          VD 7.01 46.4
#> 3353                    Leysin          VD 7.01 46.4
#> 3354                    Leysin          VD 7.01 46.4
#> 3355                    Leysin          VD 7.01 46.4
#> 3356                Corbeyrier          VD 6.99 46.4
#> 3357                     Aigle          VD 6.97 46.3
#> 3358                     Aigle          VD 6.97 46.3
#> 3359                     Aigle          VD 6.97 46.3
#> 3360                     Aigle          VD 6.97 46.3
#> 3361                     Aigle          VD 6.97 46.3
#> 3362                     Aigle          VD 6.97 46.3
#> 3363                     Aigle          VD 6.97 46.3
#> 3364                     Aigle          VD 6.97 46.3
#> 3365                     Aigle          VD 6.97 46.3
#> 3366                     Aigle          VD 6.97 46.3
#> 3367                     Aigle          VD 6.97 46.3
#> 3368                     Aigle          VD 6.97 46.3
#> 3369                     Aigle          VD 6.97 46.3
#> 3370                     Aigle          VD 6.97 46.3
#> 3371                     Aigle          VD 6.97 46.3
#> 3372                     Aigle          VD 6.97 46.3
#> 3373                     Aigle          VD 6.97 46.3
#> 3374                     Aigle          VD 6.97 46.3
#> 3375            Ormont-Dessous          VD 7.10 46.4
#> 3376            Ormont-Dessous          VD 7.10 46.4
#> 3377            Ormont-Dessous          VD 7.10 46.4
#> 3378            Ormont-Dessous          VD 7.10 46.4
#> 3379            Ormont-Dessous          VD 7.10 46.4
#> 3380            Ormont-Dessous          VD 7.10 46.4
#> 3381            Ormont-Dessous          VD 7.10 46.4
#> 3382            Ormont-Dessous          VD 7.10 46.4
#> 3383                     Aigle          VD 7.03 46.3
#> 3384                     Aigle          VD 7.03 46.3
#> 3385                     Aigle          VD 7.03 46.3
#> 3386                     Aigle          VD 7.03 46.3
#> 3387                     Aigle          VD 7.03 46.3
#> 3388             Ormont-Dessus          VD 7.18 46.3
#> 3389             Ormont-Dessus          VD 7.18 46.3
#> 3390             Ormont-Dessus          VD 7.18 46.3
#> 3391             Ormont-Dessus          VD 7.18 46.3
#> 3392             Ormont-Dessus          VD 7.18 46.3
#> 3393             Ormont-Dessus          VD 7.18 46.3
#> 3394             Ormont-Dessus          VD 7.18 46.3
#> 3395             Ormont-Dessus          VD 7.18 46.3
#> 3396             Ormont-Dessus          VD 7.18 46.3
#> 3397             Ormont-Dessus          VD 7.18 46.3
#> 3398             Ormont-Dessus          VD 7.18 46.3
#> 3399             Ormont-Dessus          VD 7.18 46.3
#> 3400             Ormont-Dessus          VD 7.18 46.3
#> 3401             Ormont-Dessus          VD 7.18 46.3
#> 3402             Ormont-Dessus          VD 7.18 46.3
#> 3403             Ormont-Dessus          VD 7.18 46.3
#> 3404             Ormont-Dessus          VD 7.18 46.3
#> 3405             Ormont-Dessus          VD 7.18 46.3
#> 3406             Ormont-Dessus          VD 7.18 46.3
#> 3407             Ormont-Dessus          VD 7.18 46.3
#> 3408             Ormont-Dessus          VD 7.18 46.3
#> 3409             Ormont-Dessus          VD 7.18 46.3
#> 3410             Ormont-Dessus          VD 7.18 46.3
#> 3411             Ormont-Dessus          VD 7.18 46.3
#> 3412                     Ollon          VD 7.04 46.3
#> 3413                     Ollon          VD 7.04 46.3
#> 3414                     Ollon          VD 7.04 46.3
#> 3415                     Ollon          VD 7.04 46.3
#> 3416                     Ollon          VD 7.01 46.3
#> 3417                     Ollon          VD 7.01 46.3
#> 3418                     Ollon          VD 7.01 46.3
#> 3419                     Ollon          VD 7.01 46.3
#> 3420                     Ollon          VD 7.01 46.3
#> 3421                     Ollon          VD 7.01 46.3
#> 3422                     Ollon          VD 7.01 46.3
#> 3423                     Ollon          VD 7.01 46.3
#> 3424                     Ollon          VD 7.01 46.3
#> 3425                     Ollon          VD 7.01 46.3
#> 3426                     Ollon          VD 7.01 46.3
#> 3427                     Ollon          VD 7.01 46.3
#> 3428                     Ollon          VD 7.01 46.3
#> 3429                     Ollon          VD 7.01 46.3
#> 3430                     Ollon          VD 7.01 46.3
#> 3431                     Ollon          VD 7.01 46.3
#> 3432                     Ollon          VD 7.01 46.3
#> 3433                     Ollon          VD 7.01 46.3
#> 3434                     Ollon          VD 7.01 46.3
#> 3435                     Ollon          VD 7.01 46.3
#> 3436                     Ollon          VD 7.01 46.3
#> 3437                     Ollon          VD 7.01 46.3
#> 3438                     Ollon          VD 7.01 46.3
#> 3439                     Ollon          VD 7.01 46.3
#> 3440                     Ollon          VD 7.01 46.3
#> 3441                     Ollon          VD 7.01 46.3
#> 3442                     Ollon          VD 7.01 46.3
#> 3443                     Ollon          VD 7.01 46.3
#> 3444                     Ollon          VD 7.01 46.3
#> 3445                     Ollon          VD 7.01 46.3
#> 3446                     Ollon          VD 7.01 46.3
#> 3447                     Ollon          VD 7.01 46.3
#> 3448                     Ollon          VD 7.01 46.3
#> 3449                     Ollon          VD 7.01 46.3
#> 3450                     Ollon          VD 7.01 46.3
#> 3451                     Ollon          VD 7.01 46.3
#> 3452                     Ollon          VD 7.01 46.3
#> 3453                     Ollon          VD 7.01 46.3
#> 3454                     Ollon          VD 7.01 46.3
#> 3455                     Ollon          VD 7.01 46.3
#> 3456                     Ollon          VD 7.01 46.3
#> 3457                     Ollon          VD 7.01 46.3
#> 3458                     Ollon          VD 7.01 46.3
#> 3459                     Ollon          VD 7.01 46.3
#> 3460                     Ollon          VD 7.01 46.3
#> 3461                     Ollon          VD 7.01 46.3
#> 3462                     Ollon          VD 7.01 46.3
#> 3463                     Ollon          VD 7.01 46.3
#> 3464                     Ollon          VD 7.01 46.3
#> 3465                     Ollon          VD 7.01 46.3
#> 3466                     Ollon          VD 7.01 46.3
#> 3467                     Ollon          VD 7.01 46.3
#> 3468                     Ollon          VD 7.01 46.3
#> 3469                     Ollon          VD 7.01 46.3
#> 3470                     Ollon          VD 7.01 46.3
#> 3471                     Ollon          VD 7.01 46.3
#> 3472           Collombey-Muraz          VS 6.92 46.3
#> 3473           Collombey-Muraz          VS 6.92 46.3
#> 3474           Collombey-Muraz          VS 6.92 46.3
#> 3475           Collombey-Muraz          VS 6.92 46.3
#> 3476           Collombey-Muraz          VS 6.92 46.3
#> 3477           Collombey-Muraz          VS 6.92 46.3
#> 3478           Collombey-Muraz          VS 6.92 46.3
#> 3479           Collombey-Muraz          VS 6.92 46.3
#> 3480           Collombey-Muraz          VS 6.92 46.3
#> 3481           Collombey-Muraz          VS 6.92 46.3
#> 3482           Collombey-Muraz          VS 6.92 46.3
#> 3483           Collombey-Muraz          VS 6.92 46.3
#> 3484           Collombey-Muraz          VS 6.92 46.3
#> 3485           Collombey-Muraz          VS 6.92 46.3
#> 3486           Collombey-Muraz          VS 6.92 46.3
#> 3487           Collombey-Muraz          VS 6.92 46.3
#> 3488           Collombey-Muraz          VS 6.92 46.3
#> 3489           Collombey-Muraz          VS 6.92 46.3
#> 3490           Collombey-Muraz          VS 6.92 46.3
#> 3491           Collombey-Muraz          VS 6.92 46.3
#> 3492           Collombey-Muraz          VS 6.92 46.3
#> 3493           Collombey-Muraz          VS 6.92 46.3
#> 3494           Collombey-Muraz          VS 6.92 46.3
#> 3495           Collombey-Muraz          VS 6.92 46.3
#> 3496           Collombey-Muraz          VS 6.92 46.3
#> 3497           Collombey-Muraz          VS 6.92 46.3
#> 3498                 Massongex          VS 6.99 46.2
#> 3499                 Massongex          VS 6.99 46.2
#> 3500                 Massongex          VS 6.99 46.2
#> 3501                 Massongex          VS 6.99 46.2
#> 3502                 Massongex          VS 6.99 46.2
#> 3503                 Massongex          VS 6.99 46.2
#> 3504                 Massongex          VS 6.99 46.2
#> 3505                   Monthey          VS 6.95 46.3
#> 3506                   Monthey          VS 6.95 46.3
#> 3507                   Monthey          VS 6.95 46.3
#> 3508                   Monthey          VS 6.95 46.3
#> 3509                   Monthey          VS 6.95 46.3
#> 3510                   Monthey          VS 6.95 46.3
#> 3511                   Monthey          VS 6.95 46.3
#> 3512                   Monthey          VS 6.95 46.3
#> 3513                   Monthey          VS 6.95 46.3
#> 3514                   Monthey          VS 6.95 46.3
#> 3515                   Monthey          VS 6.95 46.3
#> 3516                   Monthey          VS 6.95 46.3
#> 3517                   Monthey          VS 6.95 46.3
#> 3518                   Monthey          VS 6.95 46.3
#> 3519                   Monthey          VS 6.95 46.3
#> 3520                   Monthey          VS 6.95 46.3
#> 3521                   Monthey          VS 6.95 46.3
#> 3522                   Monthey          VS 6.95 46.3
#> 3523                   Monthey          VS 6.95 46.3
#> 3524                   Monthey          VS 6.95 46.3
#> 3525                   Monthey          VS 6.95 46.3
#> 3526                   Monthey          VS 6.95 46.3
#> 3527                   Monthey          VS 6.95 46.3
#> 3528                   Monthey          VS 6.95 46.3
#> 3529                   Monthey          VS 6.95 46.3
#> 3530                   Monthey          VS 6.95 46.3
#> 3531                   Monthey          VS 6.95 46.3
#> 3532                   Monthey          VS 6.95 46.3
#> 3533                   Monthey          VS 6.95 46.3
#> 3534                   Monthey          VS 6.95 46.3
#> 3535                   Monthey          VS 6.95 46.3
#> 3536                   Monthey          VS 6.95 46.3
#> 3537                   Monthey          VS 6.95 46.3
#> 3538                   Monthey          VS 6.95 46.3
#> 3539                   Monthey          VS 6.95 46.3
#> 3540                   Monthey          VS 6.95 46.3
#> 3541                   Monthey          VS 6.95 46.3
#> 3542                   Monthey          VS 6.95 46.3
#> 3543                   Monthey          VS 6.95 46.3
#> 3544                   Monthey          VS 6.95 46.3
#> 3545                   Monthey          VS 6.95 46.3
#> 3546                   Monthey          VS 6.95 46.3
#> 3547                   Monthey          VS 6.95 46.3
#> 3548                   Monthey          VS 6.95 46.3
#> 3549                   Monthey          VS 6.95 46.3
#> 3550                   Monthey          VS 6.95 46.3
#> 3551                   Monthey          VS 6.95 46.3
#> 3552                   Monthey          VS 6.95 46.3
#> 3553                   Monthey          VS 6.95 46.3
#> 3554                   Monthey          VS 6.95 46.3
#> 3555                   Monthey          VS 6.95 46.3
#> 3556                   Monthey          VS 6.95 46.3
#> 3557                   Monthey          VS 6.95 46.3
#> 3558                   Monthey          VS 6.95 46.3
#> 3559                   Monthey          VS 6.95 46.3
#> 3560                   Monthey          VS 6.95 46.3
#> 3561                   Monthey          VS 6.95 46.3
#> 3562                   Monthey          VS 6.95 46.3
#> 3563                   Monthey          VS 6.95 46.3
#> 3564                   Monthey          VS 6.95 46.3
#> 3565                   Monthey          VS 6.95 46.3
#> 3566                   Monthey          VS 6.95 46.3
#> 3567                   Monthey          VS 6.95 46.3
#> 3568                   Monthey          VS 6.95 46.3
#> 3569                   Monthey          VS 6.95 46.3
#> 3570                   Monthey          VS 6.95 46.3
#> 3571                   Monthey          VS 6.95 46.2
#> 3572                   Monthey          VS 6.95 46.2
#> 3573                   Monthey          VS 6.95 46.2
#> 3574                   Monthey          VS 6.95 46.2
#> 3575                   Monthey          VS 6.95 46.2
#> 3576                   Monthey          VS 6.95 46.2
#> 3577                   Monthey          VS 6.95 46.2
#> 3578                   Monthey          VS 6.95 46.2
#> 3579                   Monthey          VS 6.95 46.2
#> 3580                   Monthey          VS 6.95 46.2
#> 3581                   Monthey          VS 6.95 46.2
#> 3582                   Monthey          VS 6.95 46.2
#> 3583                   Monthey          VS 6.95 46.2
#> 3584                   Monthey          VS 6.95 46.2
#> 3585                   Monthey          VS 6.95 46.2
#> 3586                   Monthey          VS 6.95 46.2
#> 3587                   Monthey          VS 6.95 46.2
#> 3588                   Monthey          VS 6.95 46.2
#> 3589                   Monthey          VS 6.95 46.2
#> 3590                   Monthey          VS 6.95 46.2
#> 3591                   Monthey          VS 6.95 46.2
#> 3592                   Monthey          VS 6.95 46.2
#> 3593                   Monthey          VS 6.95 46.2
#> 3594                   Monthey          VS 6.95 46.2
#> 3595                   Monthey          VS 6.95 46.2
#> 3596                   Monthey          VS 6.95 46.2
#> 3597                   Monthey          VS 6.95 46.2
#> 3598                   Monthey          VS 6.95 46.2
#> 3599                   Monthey          VS 6.95 46.2
#> 3600           Collombey-Muraz          VS 6.92 46.3
#> 3601           Collombey-Muraz          VS 6.92 46.3
#> 3602           Collombey-Muraz          VS 6.92 46.3
#> 3603           Collombey-Muraz          VS 6.92 46.3
#> 3604           Collombey-Muraz          VS 6.92 46.3
#> 3605           Collombey-Muraz          VS 6.92 46.3
#> 3606           Collombey-Muraz          VS 6.92 46.3
#> 3607           Collombey-Muraz          VS 6.92 46.3
#> 3608           Collombey-Muraz          VS 6.92 46.3
#> 3609           Collombey-Muraz          VS 6.92 46.3
#> 3610           Collombey-Muraz          VS 6.92 46.3
#> 3611           Collombey-Muraz          VS 6.92 46.3
#> 3612           Collombey-Muraz          VS 6.92 46.3
#> 3613           Collombey-Muraz          VS 6.92 46.3
#> 3614           Collombey-Muraz          VS 6.92 46.3
#> 3615              Val-d'Illiez          VS 6.90 46.2
#> 3616              Val-d'Illiez          VS 6.90 46.2
#> 3617              Val-d'Illiez          VS 6.90 46.2
#> 3618              Val-d'Illiez          VS 6.90 46.2
#> 3619              Val-d'Illiez          VS 6.90 46.2
#> 3620              Val-d'Illiez          VS 6.90 46.2
#> 3621              Val-d'Illiez          VS 6.90 46.2
#> 3622              Val-d'Illiez          VS 6.90 46.2
#> 3623              Val-d'Illiez          VS 6.90 46.2
#> 3624              Val-d'Illiez          VS 6.90 46.2
#> 3625              Val-d'Illiez          VS 6.90 46.2
#> 3626              Val-d'Illiez          VS 6.90 46.2
#> 3627              Val-d'Illiez          VS 6.90 46.2
#> 3628              Val-d'Illiez          VS 6.90 46.2
#> 3629              Val-d'Illiez          VS 6.90 46.2
#> 3630              Val-d'Illiez          VS 6.90 46.2
#> 3631              Val-d'Illiez          VS 6.90 46.2
#> 3632              Val-d'Illiez          VS 6.90 46.2
#> 3633              Val-d'Illiez          VS 6.90 46.2
#> 3634              Val-d'Illiez          VS 6.90 46.2
#> 3635              Val-d'Illiez          VS 6.90 46.2
#> 3636              Val-d'Illiez          VS 6.90 46.2
#> 3637              Val-d'Illiez          VS 6.90 46.2
#> 3638              Val-d'Illiez          VS 6.90 46.2
#> 3639              Val-d'Illiez          VS 6.90 46.2
#> 3640                  Champéry          VS 6.85 46.2
#> 3641                  Champéry          VS 6.85 46.2
#> 3642                  Champéry          VS 6.85 46.2
#> 3643                  Champéry          VS 6.85 46.2
#> 3644                  Champéry          VS 6.85 46.2
#> 3645                  Champéry          VS 6.85 46.2
#> 3646                  Champéry          VS 6.85 46.2
#> 3647                  Champéry          VS 6.85 46.2
#> 3648                  Champéry          VS 6.85 46.2
#> 3649             Troistorrents          VS 6.87 46.2
#> 3650             Troistorrents          VS 6.87 46.2
#> 3651             Troistorrents          VS 6.87 46.2
#> 3652             Troistorrents          VS 6.87 46.2
#> 3653             Troistorrents          VS 6.87 46.2
#> 3654             Troistorrents          VS 6.87 46.2
#> 3655             Troistorrents          VS 6.87 46.2
#> 3656             Troistorrents          VS 6.87 46.2
#> 3657             Troistorrents          VS 6.87 46.2
#> 3658             Troistorrents          VS 6.87 46.2
#> 3659             Troistorrents          VS 6.87 46.2
#> 3660             Troistorrents          VS 6.87 46.2
#> 3661             Troistorrents          VS 6.87 46.2
#> 3662             Troistorrents          VS 6.87 46.2
#> 3663                       Bex          VD 7.01 46.2
#> 3664                       Bex          VD 7.01 46.2
#> 3665                       Bex          VD 7.01 46.2
#> 3666                       Bex          VD 7.01 46.2
#> 3667                       Bex          VD 7.01 46.2
#> 3668                       Bex          VD 7.01 46.2
#> 3669                       Bex          VD 7.01 46.2
#> 3670                       Bex          VD 7.01 46.2
#> 3671                       Bex          VD 7.01 46.2
#> 3672                       Bex          VD 7.01 46.2
#> 3673                       Bex          VD 7.01 46.2
#> 3674                       Bex          VD 7.01 46.2
#> 3675                       Bex          VD 7.01 46.2
#> 3676                       Bex          VD 7.01 46.2
#> 3677                       Bex          VD 7.01 46.2
#> 3678                       Bex          VD 7.01 46.2
#> 3679                       Bex          VD 7.01 46.2
#> 3680                       Bex          VD 7.01 46.2
#> 3681                       Bex          VD 7.01 46.2
#> 3682                       Bex          VD 7.01 46.2
#> 3683                       Bex          VD 7.01 46.2
#> 3684                       Bex          VD 7.01 46.2
#> 3685                       Bex          VD 7.01 46.2
#> 3686                       Bex          VD 7.01 46.2
#> 3687                       Bex          VD 7.01 46.2
#> 3688                       Bex          VD 7.01 46.2
#> 3689                       Bex          VD 7.01 46.2
#> 3690                       Bex          VD 7.01 46.2
#> 3691                       Bex          VD 7.01 46.2
#> 3692                       Bex          VD 7.01 46.2
#> 3693                       Bex          VD 7.01 46.2
#> 3694                       Bex          VD 7.13 46.3
#> 3695                       Bex          VD 7.13 46.3
#> 3696                       Bex          VD 7.13 46.3
#> 3697                       Bex          VD 7.13 46.3
#> 3698                       Bex          VD 7.13 46.3
#> 3699                       Bex          VD 7.13 46.3
#> 3700                       Bex          VD 7.13 46.3
#> 3701                       Bex          VD 7.13 46.3
#> 3702                       Bex          VD 7.13 46.3
#> 3703                       Bex          VD 7.13 46.3
#> 3704                       Bex          VD 7.13 46.3
#> 3705                       Bex          VD 7.13 46.3
#> 3706                       Bex          VD 7.13 46.3
#> 3707                       Bex          VD 7.13 46.3
#> 3708                     Ollon          VD 7.11 46.3
#> 3709                     Ollon          VD 7.11 46.3
#> 3710                     Ollon          VD 7.11 46.3
#> 3711                     Ollon          VD 7.11 46.3
#> 3712                     Ollon          VD 7.11 46.3
#> 3713                     Ollon          VD 7.11 46.3
#> 3714                     Ollon          VD 7.11 46.3
#> 3715                     Ollon          VD 7.11 46.3
#> 3716                     Ollon          VD 7.11 46.3
#> 3717                     Ollon          VD 7.11 46.3
#> 3718                     Ollon          VD 7.11 46.3
#> 3719                     Ollon          VD 7.11 46.3
#> 3720                     Ollon          VD 7.11 46.3
#> 3721                     Ollon          VD 7.11 46.3
#> 3722                     Ollon          VD 7.11 46.3
#> 3723                     Ollon          VD 7.11 46.3
#> 3724                     Ollon          VD 7.11 46.3
#> 3725                     Ollon          VD 7.11 46.3
#> 3726                     Ollon          VD 7.11 46.3
#> 3727                     Ollon          VD 7.11 46.3
#> 3728                     Ollon          VD 7.11 46.3
#> 3729                     Ollon          VD 7.11 46.3
#> 3730                     Ollon          VD 7.11 46.3
#> 3731                     Ollon          VD 7.11 46.3
#> 3732                     Ollon          VD 7.11 46.3
#> 3733                     Ollon          VD 7.11 46.3
#> 3734                     Ollon          VD 7.11 46.3
#> 3735                     Ollon          VD 7.11 46.3
#> 3736                     Ollon          VD 7.11 46.3
#> 3737                     Ollon          VD 7.11 46.3
#> 3738                     Ollon          VD 7.11 46.3
#> 3739                     Ollon          VD 7.11 46.3
#> 3740                     Ollon          VD 7.11 46.3
#> 3741                     Ollon          VD 7.11 46.3
#> 3742                     Ollon          VD 7.11 46.3
#> 3743                     Ollon          VD 7.11 46.3
#> 3744                     Ollon          VD 7.11 46.3
#> 3745                     Ollon          VD 7.11 46.3
#> 3746                     Ollon          VD 7.11 46.3
#> 3747                     Ollon          VD 7.11 46.3
#> 3748                     Ollon          VD 7.11 46.3
#> 3749                     Ollon          VD 7.11 46.3
#> 3750                     Ollon          VD 7.11 46.3
#> 3751                     Ollon          VD 7.11 46.3
#> 3752                     Ollon          VD 7.11 46.3
#> 3753                     Ollon          VD 7.11 46.3
#> 3754                     Ollon          VD 7.11 46.3
#> 3755                     Ollon          VD 7.11 46.3
#> 3756                     Ollon          VD 7.11 46.3
#> 3757                     Ollon          VD 7.04 46.3
#> 3758                     Ollon          VD 7.04 46.3
#> 3759                     Ollon          VD 7.04 46.3
#> 3760                     Ollon          VD 7.04 46.3
#> 3761                     Ollon          VD 7.04 46.3
#> 3762                     Ollon          VD 7.04 46.3
#> 3763                     Ollon          VD 7.04 46.3
#> 3764                     Ollon          VD 7.04 46.3
#> 3765                     Ollon          VD 7.04 46.3
#> 3766                     Ollon          VD 7.04 46.3
#> 3767                     Ollon          VD 7.04 46.3
#> 3768                     Ollon          VD 7.04 46.3
#> 3769                     Ollon          VD 7.04 46.3
#> 3770                     Ollon          VD 7.04 46.3
#> 3771                     Ollon          VD 7.04 46.3
#> 3772                     Ollon          VD 7.04 46.3
#> 3773                     Ollon          VD 7.04 46.3
#> 3774                     Ollon          VD 7.04 46.3
#> 3775                     Ollon          VD 7.04 46.3
#> 3776                     Ollon          VD 7.04 46.3
#> 3777             Saint-Maurice          VS 7.01 46.2
#> 3778             Saint-Maurice          VS 7.01 46.2
#> 3779             Saint-Maurice          VS 7.01 46.2
#> 3780             Saint-Maurice          VS 7.01 46.2
#> 3781             Saint-Maurice          VS 7.01 46.2
#> 3782                 Massongex          VS 6.99 46.2
#> 3783                 Massongex          VS 6.99 46.2
#> 3784                 Massongex          VS 6.99 46.2
#> 3785             Lavey-Morcles          VD 7.03 46.2
#> 3786           Collombey-Muraz          VS 6.90 46.3
#> 3787           Collombey-Muraz          VS 6.90 46.3
#> 3788           Collombey-Muraz          VS 6.90 46.3
#> 3789           Collombey-Muraz          VS 6.90 46.3
#> 3790           Collombey-Muraz          VS 6.90 46.3
#> 3791           Collombey-Muraz          VS 6.90 46.3
#> 3792           Collombey-Muraz          VS 6.90 46.3
#> 3793                   Vionnaz          VS 6.90 46.3
#> 3794                   Vionnaz          VS 6.90 46.3
#> 3795                   Vionnaz          VS 6.90 46.3
#> 3796                   Vionnaz          VS 6.90 46.3
#> 3797                   Vionnaz          VS 6.90 46.3
#> 3798                   Vionnaz          VS 6.90 46.3
#> 3799                    Vouvry          VS 6.90 46.3
#> 3800                    Vouvry          VS 6.90 46.3
#> 3801                    Vouvry          VS 6.90 46.3
#> 3802                    Vouvry          VS 6.90 46.3
#> 3803                    Vouvry          VS 6.90 46.3
#> 3804                    Vouvry          VS 6.90 46.3
#> 3805                    Vouvry          VS 6.90 46.3
#> 3806                    Vouvry          VS 6.90 46.3
#> 3807                    Vouvry          VS 6.90 46.3
#> 3808                    Vouvry          VS 6.90 46.3
#> 3809                    Vouvry          VS 6.90 46.3
#> 3810                    Vouvry          VS 6.90 46.3
#> 3811                    Vouvry          VS 6.90 46.3
#> 3812                    Vouvry          VS 6.90 46.3
#> 3813                    Vouvry          VS 6.90 46.3
#> 3814                    Vouvry          VS 6.90 46.3
#> 3815                    Vouvry          VS 6.90 46.3
#> 3816                    Vouvry          VS 6.90 46.3
#> 3817                    Vouvry          VS 6.90 46.3
#> 3818                    Vouvry          VS 6.90 46.3
#> 3819                    Vouvry          VS 6.90 46.3
#> 3820                    Vouvry          VS 6.90 46.3
#> 3821                    Vouvry          VS 6.90 46.3
#> 3822                    Vouvry          VS 6.90 46.3
#> 3823                    Vouvry          VS 6.90 46.3
#> 3824                    Vouvry          VS 6.90 46.3
#> 3825               Port-Valais          VS 6.86 46.4
#> 3826               Port-Valais          VS 6.86 46.4
#> 3827               Port-Valais          VS 6.86 46.4
#> 3828               Port-Valais          VS 6.86 46.4
#> 3829               Port-Valais          VS 6.86 46.4
#> 3830               Port-Valais          VS 6.86 46.4
#> 3831               Port-Valais          VS 6.86 46.4
#> 3832               Port-Valais          VS 6.86 46.4
#> 3833               Port-Valais          VS 6.86 46.4
#> 3834               Port-Valais          VS 6.86 46.4
#> 3835               Port-Valais          VS 6.86 46.4
#> 3836               Port-Valais          VS 6.86 46.4
#> 3837               Port-Valais          VS 6.86 46.4
#> 3838               Port-Valais          VS 6.86 46.4
#> 3839               Port-Valais          VS 6.86 46.4
#> 3840               Port-Valais          VS 6.86 46.4
#> 3841               Port-Valais          VS 6.86 46.4
#> 3842               Port-Valais          VS 6.86 46.4
#> 3843               Port-Valais          VS 6.86 46.4
#> 3844               Port-Valais          VS 6.86 46.4
#> 3845               Port-Valais          VS 6.86 46.4
#> 3846               Port-Valais          VS 6.86 46.4
#> 3847               Port-Valais          VS 6.84 46.4
#> 3848               Port-Valais          VS 6.84 46.4
#> 3849               Port-Valais          VS 6.84 46.4
#> 3850               Port-Valais          VS 6.84 46.4
#> 3851               Port-Valais          VS 6.84 46.4
#> 3852               Port-Valais          VS 6.84 46.4
#> 3853               Port-Valais          VS 6.84 46.4
#> 3854               Port-Valais          VS 6.84 46.4
#> 3855               Port-Valais          VS 6.84 46.4
#> 3856               Port-Valais          VS 6.84 46.4
#> 3857               Port-Valais          VS 6.84 46.4
#> 3858               Port-Valais          VS 6.84 46.4
#> 3859               Port-Valais          VS 6.84 46.4
#> 3860               Port-Valais          VS 6.84 46.4
#> 3861               Port-Valais          VS 6.84 46.4
#> 3862               Port-Valais          VS 6.84 46.4
#> 3863                   Vionnaz          VS 6.86 46.3
#> 3864                   Vionnaz          VS 6.86 46.3
#> 3865                   Vionnaz          VS 6.86 46.3
#> 3866                   Vionnaz          VS 6.86 46.3
#> 3867                   Vionnaz          VS 6.86 46.3
#> 3868                   Vionnaz          VS 6.86 46.3
#> 3869                   Vionnaz          VS 6.86 46.3
#> 3870                  Evionnaz          VS 6.95 46.2
#> 3871                  Evionnaz          VS 6.95 46.2
#> 3872                  Evionnaz          VS 6.95 46.2
#> 3873                  Evionnaz          VS 6.95 46.2
#> 3874                  Evionnaz          VS 6.95 46.2
#> 3875                  Evionnaz          VS 6.95 46.2
#> 3876                  Evionnaz          VS 6.95 46.2
#> 3877                 Collonges          VS 7.06 46.2
#> 3878                 Collonges          VS 7.06 46.2
#> 3879                 Collonges          VS 7.06 46.2
#> 3880                 Collonges          VS 7.06 46.2
#> 3881                 Collonges          VS 7.06 46.2
#> 3882                 Collonges          VS 7.06 46.2
#> 3883                  Martigny          VS 7.05 46.1
#> 3884                  Martigny          VS 7.05 46.1
#> 3885                  Martigny          VS 7.05 46.1
#> 3886                  Martigny          VS 7.05 46.1
#> 3887                  Martigny          VS 7.05 46.1
#> 3888                  Martigny          VS 7.05 46.1
#> 3889                  Martigny          VS 7.05 46.1
#> 3890                  Martigny          VS 7.05 46.1
#> 3891                  Martigny          VS 7.05 46.1
#> 3892                  Martigny          VS 7.05 46.1
#> 3893                  Martigny          VS 7.05 46.1
#> 3894                  Martigny          VS 7.05 46.1
#> 3895                   Dorénaz          VS 7.06 46.1
#> 3896                   Dorénaz          VS 7.06 46.1
#> 3897                   Dorénaz          VS 7.06 46.1
#> 3898                   Dorénaz          VS 7.06 46.1
#> 3899                   Dorénaz          VS 7.06 46.1
#> 3900                   Dorénaz          VS 7.06 46.1
#> 3901                   Dorénaz          VS 7.06 46.1
#> 3902                   Dorénaz          VS 7.06 46.1
#> 3903                   Dorénaz          VS 7.06 46.1
#> 3904                   Dorénaz          VS 7.06 46.1
#> 3905                   Dorénaz          VS 7.06 46.1
#> 3906                   Dorénaz          VS 7.06 46.1
#> 3907                   Dorénaz          VS 7.06 46.1
#> 3908                   Dorénaz          VS 7.06 46.1
#> 3909                   Dorénaz          VS 7.06 46.1
#> 3910                   Dorénaz          VS 7.06 46.1
#> 3911                   Dorénaz          VS 7.06 46.1
#> 3912                   Dorénaz          VS 7.06 46.1
#> 3913                   Dorénaz          VS 7.06 46.1
#> 3914                   Dorénaz          VS 7.06 46.1
#> 3915                   Dorénaz          VS 7.06 46.1
#> 3916                  Martigny          VS 7.13 46.1
#> 3917                  Martigny          VS 7.13 46.1
#> 3918                  Martigny          VS 7.13 46.1
#> 3919                  Martigny          VS 7.13 46.1
#> 3920                  Martigny          VS 7.13 46.1
#> 3921                  Martigny          VS 7.13 46.1
#> 3922                  Martigny          VS 7.13 46.1
#> 3923                  Martigny          VS 7.13 46.1
#> 3924                  Martigny          VS 7.13 46.1
#> 3925                  Martigny          VS 7.13 46.1
#> 3926                  Martigny          VS 7.13 46.1
#> 3927                     Saxon          VS 7.18 46.1
#> 3928                     Saxon          VS 7.18 46.1
#> 3929                     Saxon          VS 7.18 46.1
#> 3930                     Saxon          VS 7.18 46.1
#> 3931                     Saxon          VS 7.18 46.1
#> 3932                     Saxon          VS 7.18 46.1
#> 3933                     Saxon          VS 7.18 46.1
#> 3934                     Saxon          VS 7.18 46.1
#> 3935                     Saxon          VS 7.18 46.1
#> 3936                     Saxon          VS 7.18 46.1
#> 3937                     Saxon          VS 7.18 46.1
#> 3938                     Saxon          VS 7.18 46.1
#> 3939                     Saxon          VS 7.18 46.1
#> 3940                     Saxon          VS 7.18 46.1
#> 3941                     Saxon          VS 7.18 46.1
#> 3942                     Saxon          VS 7.18 46.1
#> 3943                     Saxon          VS 7.18 46.1
#> 3944                     Saxon          VS 7.18 46.1
#> 3945                     Saxon          VS 7.18 46.1
#> 3946                     Saxon          VS 7.18 46.1
#> 3947                     Saxon          VS 7.18 46.1
#> 3948                     Saxon          VS 7.18 46.1
#> 3949                     Saxon          VS 7.18 46.1
#> 3950                     Saxon          VS 7.18 46.1
#> 3951                     Saxon          VS 7.18 46.1
#> 3952                     Saxon          VS 7.18 46.1
#> 3953                     Saxon          VS 7.18 46.1
#> 3954                     Saxon          VS 7.18 46.1
#> 3955                     Saxon          VS 7.18 46.1
#> 3956                     Saxon          VS 7.18 46.1
#> 3957                     Saxon          VS 7.18 46.1
#> 3958                     Saxon          VS 7.18 46.1
#> 3959                     Saxon          VS 7.18 46.1
#> 3960                     Saxon          VS 7.18 46.1
#> 3961                     Saxon          VS 7.18 46.1
#> 3962                     Saxon          VS 7.18 46.1
#> 3963                     Saxon          VS 7.18 46.1
#> 3964                     Saxon          VS 7.18 46.1
#> 3965                     Saxon          VS 7.18 46.1
#> 3966                     Saxon          VS 7.18 46.1
#> 3967                     Saxon          VS 7.18 46.1
#> 3968                     Saxon          VS 7.18 46.1
#> 3969                     Saxon          VS 7.18 46.1
#> 3970                     Saxon          VS 7.18 46.1
#> 3971                     Saxon          VS 7.18 46.1
#> 3972                     Saxon          VS 7.18 46.1
#> 3973                     Saxon          VS 7.18 46.1
#> 3974                     Saxon          VS 7.18 46.1
#> 3975                     Saxon          VS 7.18 46.1
#> 3976                     Saxon          VS 7.18 46.1
#> 3977                     Saxon          VS 7.18 46.1
#> 3978                     Saxon          VS 7.18 46.1
#> 3979                     Saxon          VS 7.18 46.1
#> 3980                     Saxon          VS 7.18 46.1
#> 3981                     Saxon          VS 7.18 46.1
#> 3982                     Saxon          VS 7.18 46.1
#> 3983                     Saxon          VS 7.18 46.1
#> 3984                     Saxon          VS 7.18 46.1
#> 3985                     Saxon          VS 7.18 46.1
#> 3986                     Saxon          VS 7.18 46.1
#> 3987                     Saxon          VS 7.18 46.1
#> 3988                     Saxon          VS 7.18 46.1
#> 3989                     Saxon          VS 7.18 46.1
#> 3990                     Saxon          VS 7.18 46.1
#> 3991                     Saxon          VS 7.18 46.1
#> 3992                     Saxon          VS 7.18 46.1
#> 3993                     Saxon          VS 7.18 46.1
#> 3994                     Saxon          VS 7.18 46.1
#> 3995                     Saxon          VS 7.18 46.1
#> 3996                     Saxon          VS 7.18 46.1
#> 3997                     Saxon          VS 7.18 46.1
#> 3998                     Saxon          VS 7.18 46.1
#> 3999                     Saxon          VS 7.18 46.1
#> 4000                     Saxon          VS 7.18 46.1
#> 4001                     Saxon          VS 7.18 46.1
#> 4002                     Saxon          VS 7.18 46.1
#> 4003                     Saxon          VS 7.18 46.1
#> 4004                     Saxon          VS 7.18 46.1
#> 4005                     Saxon          VS 7.18 46.1
#> 4006                     Saxon          VS 7.18 46.1
#> 4007                     Saxon          VS 7.18 46.1
#> 4008                     Saxon          VS 7.18 46.1
#> 4009                     Saxon          VS 7.18 46.1
#> 4010                     Saxon          VS 7.18 46.1
#> 4011                  Chamoson          VS 7.23 46.2
#> 4012                  Chamoson          VS 7.23 46.2
#> 4013                  Chamoson          VS 7.23 46.2
#> 4014                  Chamoson          VS 7.23 46.2
#> 4015                  Chamoson          VS 7.23 46.2
#> 4016                  Chamoson          VS 7.23 46.2
#> 4017                  Chamoson          VS 7.23 46.2
#> 4018                  Chamoson          VS 7.23 46.2
#> 4019                  Chamoson          VS 7.23 46.2
#> 4020                  Chamoson          VS 7.23 46.2
#> 4021                  Chamoson          VS 7.23 46.2
#> 4022                  Chamoson          VS 7.23 46.2
#> 4023                  Chamoson          VS 7.23 46.2
#> 4024                  Chamoson          VS 7.23 46.2
#> 4025                  Chamoson          VS 7.23 46.2
#> 4026                  Chamoson          VS 7.23 46.2
#> 4027                  Chamoson          VS 7.23 46.2
#> 4028                  Chamoson          VS 7.23 46.2
#> 4029                  Chamoson          VS 7.23 46.2
#> 4030                   Leytron          VS 7.13 46.2
#> 4031                   Leytron          VS 7.13 46.2
#> 4032                   Leytron          VS 7.13 46.2
#> 4033                   Leytron          VS 7.13 46.2
#> 4034                   Leytron          VS 7.13 46.2
#> 4035                   Leytron          VS 7.13 46.2
#> 4036                   Leytron          VS 7.13 46.2
#> 4037                   Leytron          VS 7.13 46.2
#> 4038                   Leytron          VS 7.13 46.2
#> 4039                   Leytron          VS 7.13 46.2
#> 4040                   Leytron          VS 7.13 46.2
#> 4041                   Leytron          VS 7.13 46.2
#> 4042                   Leytron          VS 7.13 46.2
#> 4043                   Leytron          VS 7.13 46.2
#> 4044                   Leytron          VS 7.13 46.2
#> 4045                   Leytron          VS 7.13 46.2
#> 4046                   Leytron          VS 7.13 46.2
#> 4047                   Leytron          VS 7.13 46.2
#> 4048                   Leytron          VS 7.13 46.2
#> 4049                   Leytron          VS 7.13 46.2
#> 4050                   Leytron          VS 7.13 46.2
#> 4051                   Leytron          VS 7.13 46.2
#> 4052                   Leytron          VS 7.13 46.2
#> 4053                   Leytron          VS 7.13 46.2
#> 4054                   Leytron          VS 7.13 46.2
#> 4055                   Leytron          VS 7.13 46.2
#> 4056                   Leytron          VS 7.13 46.2
#> 4057                   Leytron          VS 7.13 46.2
#> 4058                   Leytron          VS 7.13 46.2
#> 4059                   Leytron          VS 7.13 46.2
#> 4060                   Leytron          VS 7.13 46.2
#> 4061                   Leytron          VS 7.13 46.2
#> 4062                   Leytron          VS 7.13 46.2
#> 4063                   Leytron          VS 7.13 46.2
#> 4064                   Leytron          VS 7.13 46.2
#> 4065                   Leytron          VS 7.13 46.2
#> 4066                   Leytron          VS 7.13 46.2
#> 4067                   Leytron          VS 7.13 46.2
#> 4068                   Leytron          VS 7.13 46.2
#> 4069                   Leytron          VS 7.13 46.2
#> 4070                   Leytron          VS 7.13 46.2
#> 4071                   Leytron          VS 7.13 46.2
#> 4072                   Leytron          VS 7.13 46.2
#> 4073                   Leytron          VS 7.13 46.2
#> 4074                   Leytron          VS 7.13 46.2
#> 4075                   Leytron          VS 7.13 46.2
#> 4076                   Leytron          VS 7.21 46.2
#> 4077                   Leytron          VS 7.21 46.2
#> 4078                   Leytron          VS 7.21 46.2
#> 4079                   Leytron          VS 7.21 46.2
#> 4080                   Leytron          VS 7.21 46.2
#> 4081                   Leytron          VS 7.21 46.2
#> 4082                   Leytron          VS 7.21 46.2
#> 4083                   Leytron          VS 7.21 46.2
#> 4084                   Leytron          VS 7.21 46.2
#> 4085                   Leytron          VS 7.21 46.2
#> 4086                   Leytron          VS 7.21 46.2
#> 4087                   Leytron          VS 7.21 46.2
#> 4088                   Leytron          VS 7.21 46.2
#> 4089                   Leytron          VS 7.21 46.2
#> 4090                   Saillon          VS 7.18 46.2
#> 4091                   Saillon          VS 7.18 46.2
#> 4092                   Saillon          VS 7.18 46.2
#> 4093                   Saillon          VS 7.18 46.2
#> 4094                   Saillon          VS 7.18 46.2
#> 4095                   Saillon          VS 7.18 46.2
#> 4096                   Saillon          VS 7.18 46.2
#> 4097                   Saillon          VS 7.18 46.2
#> 4098                   Saillon          VS 7.18 46.2
#> 4099                   Saillon          VS 7.18 46.2
#> 4100                   Saillon          VS 7.18 46.2
#> 4101                   Saillon          VS 7.18 46.2
#> 4102                   Saillon          VS 7.18 46.2
#> 4103                   Saillon          VS 7.18 46.2
#> 4104                   Saillon          VS 7.18 46.2
#> 4105                   Saillon          VS 7.18 46.2
#> 4106                   Saillon          VS 7.18 46.2
#> 4107                   Saillon          VS 7.18 46.2
#> 4108                   Saillon          VS 7.18 46.2
#> 4109                   Saillon          VS 7.18 46.2
#> 4110                   Saillon          VS 7.18 46.2
#> 4111                   Saillon          VS 7.18 46.2
#> 4112                   Saillon          VS 7.18 46.2
#> 4113                   Saillon          VS 7.18 46.2
#> 4114                   Saillon          VS 7.18 46.2
#> 4115                   Saillon          VS 7.18 46.2
#> 4116                   Saillon          VS 7.18 46.2
#> 4117                 Isérables          VS 7.26 46.1
#> 4118                    Riddes          VS 7.25 46.1
#> 4119                    Riddes          VS 7.25 46.1
#> 4120                    Riddes          VS 7.25 46.1
#> 4121                    Riddes          VS 7.25 46.1
#> 4122                    Riddes          VS 7.25 46.1
#> 4123                    Riddes          VS 7.25 46.1
#> 4124                    Riddes          VS 7.25 46.1
#> 4125                  Martigny          VS 7.10 46.1
#> 4126                  Martigny          VS 7.10 46.1
#> 4127                  Martigny          VS 7.10 46.1
#> 4128                  Martigny          VS 7.10 46.1
#> 4129                  Martigny          VS 7.10 46.1
#> 4130                  Martigny          VS 7.10 46.1
#> 4131                  Martigny          VS 7.10 46.1
#> 4132                  Martigny          VS 7.10 46.1
#> 4133                  Martigny          VS 7.10 46.1
#> 4134                  Martigny          VS 7.10 46.1
#> 4135                  Martigny          VS 7.10 46.1
#> 4136                  Martigny          VS 7.10 46.1
#> 4137                  Martigny          VS 7.10 46.1
#> 4138                  Martigny          VS 7.10 46.1
#> 4139                  Martigny          VS 7.10 46.1
#> 4140                  Martigny          VS 7.10 46.1
#> 4141                  Martigny          VS 7.10 46.1
#> 4142                  Martigny          VS 7.10 46.1
#> 4143                  Martigny          VS 7.10 46.1
#> 4144                  Martigny          VS 7.10 46.1
#> 4145                  Martigny          VS 7.10 46.1
#> 4146                  Martigny          VS 7.10 46.1
#> 4147                  Martigny          VS 7.10 46.1
#> 4148                  Martigny          VS 7.10 46.1
#> 4149                  Martigny          VS 7.10 46.1
#> 4150                  Martigny          VS 7.10 46.1
#> 4151                  Martigny          VS 7.10 46.1
#> 4152                  Martigny          VS 7.10 46.1
#> 4153                  Martigny          VS 7.10 46.1
#> 4154                  Martigny          VS 7.10 46.1
#> 4155                  Martigny          VS 7.10 46.1
#> 4156                  Martigny          VS 7.10 46.1
#> 4157                  Martigny          VS 7.10 46.1
#> 4158                  Martigny          VS 7.10 46.1
#> 4159                  Martigny          VS 7.10 46.1
#> 4160                  Martigny          VS 7.10 46.1
#> 4161                  Martigny          VS 7.10 46.1
#> 4162                  Martigny          VS 7.10 46.1
#> 4163                  Martigny          VS 7.10 46.1
#> 4164                  Martigny          VS 7.10 46.1
#> 4165                  Martigny          VS 7.10 46.1
#> 4166                  Martigny          VS 7.10 46.1
#> 4167                  Martigny          VS 7.10 46.1
#> 4168                  Martigny          VS 7.10 46.1
#> 4169                  Martigny          VS 7.10 46.1
#> 4170                  Martigny          VS 7.10 46.1
#> 4171                  Martigny          VS 7.10 46.1
#> 4172                  Martigny          VS 7.10 46.1
#> 4173                  Martigny          VS 7.10 46.1
#> 4174                  Martigny          VS 7.10 46.1
#> 4175                  Martigny          VS 7.10 46.1
#> 4176                  Martigny          VS 7.10 46.1
#> 4177                  Martigny          VS 7.10 46.1
#> 4178                  Martigny          VS 7.10 46.1
#> 4179                  Martigny          VS 7.10 46.1
#> 4180                  Martigny          VS 7.10 46.1
#> 4181                  Martigny          VS 7.10 46.1
#> 4182                  Martigny          VS 7.10 46.1
#> 4183                  Martigny          VS 7.10 46.1
#> 4184                  Martigny          VS 7.10 46.1
#> 4185                  Martigny          VS 7.10 46.1
#> 4186                  Martigny          VS 7.10 46.1
#> 4187                  Martigny          VS 7.10 46.1
#> 4188                  Martigny          VS 7.10 46.1
#> 4189                  Martigny          VS 7.10 46.1
#> 4190                  Martigny          VS 7.10 46.1
#> 4191                  Martigny          VS 7.10 46.1
#> 4192                  Martigny          VS 7.10 46.1
#> 4193                  Martigny          VS 7.10 46.1
#> 4194                  Martigny          VS 7.10 46.1
#> 4195                  Martigny          VS 7.10 46.1
#> 4196                  Martigny          VS 7.10 46.1
#> 4197                  Martigny          VS 7.10 46.1
#> 4198                  Martigny          VS 7.10 46.1
#> 4199                  Martigny          VS 7.10 46.1
#> 4200                  Martigny          VS 7.10 46.1
#> 4201                  Martigny          VS 7.10 46.1
#> 4202                  Martigny          VS 7.10 46.1
#> 4203                  Martigny          VS 7.10 46.1
#> 4204                  Martigny          VS 7.10 46.1
#> 4205                  Martigny          VS 7.10 46.1
#> 4206                  Martigny          VS 7.10 46.1
#> 4207                  Martigny          VS 7.10 46.1
#> 4208                  Martigny          VS 7.10 46.1
#> 4209                  Martigny          VS 7.10 46.1
#> 4210                  Martigny          VS 7.10 46.1
#> 4211                  Martigny          VS 7.10 46.1
#> 4212            Martigny-Combe          VS 7.03 46.1
#> 4213            Martigny-Combe          VS 7.03 46.1
#> 4214            Martigny-Combe          VS 7.03 46.1
#> 4215            Martigny-Combe          VS 7.03 46.1
#> 4216            Martigny-Combe          VS 7.03 46.1
#> 4217            Martigny-Combe          VS 7.03 46.1
#> 4218            Martigny-Combe          VS 7.03 46.1
#> 4219            Martigny-Combe          VS 7.03 46.1
#> 4220                    Salvan          VS 7.01 46.1
#> 4221                    Salvan          VS 7.01 46.1
#> 4222                    Salvan          VS 7.01 46.1
#> 4223                    Salvan          VS 7.01 46.1
#> 4224                    Salvan          VS 7.01 46.1
#> 4225                    Salvan          VS 6.94 46.1
#> 4226                    Salvan          VS 6.94 46.1
#> 4227                    Salvan          VS 6.94 46.1
#> 4228                     Fully          VS 7.12 46.2
#> 4229                     Fully          VS 7.12 46.2
#> 4230                     Fully          VS 7.12 46.2
#> 4231                     Fully          VS 7.12 46.2
#> 4232                     Fully          VS 7.12 46.2
#> 4233                     Fully          VS 7.12 46.2
#> 4234                     Fully          VS 7.12 46.2
#> 4235                     Fully          VS 7.12 46.2
#> 4236                     Fully          VS 7.12 46.2
#> 4237                     Fully          VS 7.12 46.2
#> 4238                     Fully          VS 7.12 46.2
#> 4239                     Fully          VS 7.12 46.2
#> 4240                     Fully          VS 7.12 46.2
#> 4241                     Fully          VS 7.12 46.2
#> 4242                     Fully          VS 7.12 46.2
#> 4243                     Fully          VS 7.12 46.2
#> 4244                     Fully          VS 7.12 46.2
#> 4245                     Fully          VS 7.12 46.2
#> 4246                     Fully          VS 7.12 46.2
#> 4247                     Fully          VS 7.12 46.2
#> 4248                     Fully          VS 7.12 46.2
#> 4249                     Fully          VS 7.12 46.2
#> 4250                     Fully          VS 7.12 46.2
#> 4251                     Fully          VS 7.12 46.2
#> 4252                     Fully          VS 7.12 46.2
#> 4253                     Fully          VS 7.12 46.2
#> 4254                     Fully          VS 7.12 46.2
#> 4255                     Fully          VS 7.12 46.2
#> 4256                     Fully          VS 7.12 46.2
#> 4257                     Fully          VS 7.12 46.2
#> 4258                     Fully          VS 7.12 46.2
#> 4259                     Fully          VS 7.12 46.2
#> 4260                     Fully          VS 7.12 46.2
#> 4261                     Fully          VS 7.12 46.2
#> 4262                     Fully          VS 7.12 46.2
#> 4263                     Fully          VS 7.12 46.2
#> 4264                     Fully          VS 7.12 46.2
#> 4265                     Fully          VS 7.12 46.2
#> 4266                     Fully          VS 7.12 46.2
#> 4267                     Fully          VS 7.12 46.2
#> 4268                     Fully          VS 7.12 46.2
#> 4269                     Fully          VS 7.12 46.2
#> 4270                     Fully          VS 7.12 46.2
#> 4271                     Fully          VS 7.12 46.2
#> 4272                     Fully          VS 7.12 46.2
#> 4273                     Fully          VS 7.12 46.2
#> 4274                     Fully          VS 7.12 46.2
#> 4275                     Fully          VS 7.12 46.2
#> 4276                     Fully          VS 7.12 46.2
#> 4277                     Fully          VS 7.12 46.2
#> 4278                     Fully          VS 7.12 46.2
#> 4279                     Fully          VS 7.12 46.2
#> 4280                     Fully          VS 7.12 46.2
#> 4281                     Fully          VS 7.12 46.2
#> 4282                     Fully          VS 7.12 46.2
#> 4283                     Fully          VS 7.12 46.2
#> 4284                     Fully          VS 7.12 46.2
#> 4285                     Fully          VS 7.12 46.2
#> 4286                     Fully          VS 7.12 46.2
#> 4287                     Fully          VS 7.12 46.2
#> 4288                     Fully          VS 7.12 46.2
#> 4289                     Fully          VS 7.12 46.2
#> 4290                     Fully          VS 7.12 46.2
#> 4291                     Fully          VS 7.12 46.2
#> 4292                     Fully          VS 7.12 46.2
#> 4293                     Fully          VS 7.12 46.2
#> 4294                     Fully          VS 7.12 46.2
#> 4295                     Fully          VS 7.12 46.2
#> 4296                     Fully          VS 7.12 46.2
#> 4297                     Fully          VS 7.12 46.2
#> 4298                     Fully          VS 7.12 46.2
#> 4299                     Fully          VS 7.12 46.2
#> 4300             Val de Bagnes          VS 7.12 46.1
#> 4301            Martigny-Combe          VS 7.04 46.1
#> 4302            Martigny-Combe          VS 7.04 46.1
#> 4303            Martigny-Combe          VS 7.04 46.1
#> 4304            Martigny-Combe          VS 7.04 46.1
#> 4305            Martigny-Combe          VS 7.04 46.1
#> 4306               Sembrancher          VS 7.17 46.1
#> 4307               Sembrancher          VS 7.17 46.1
#> 4308               Sembrancher          VS 7.17 46.1
#> 4309               Sembrancher          VS 7.17 46.1
#> 4310               Sembrancher          VS 7.17 46.1
#> 4311               Sembrancher          VS 7.17 46.1
#> 4312               Sembrancher          VS 7.17 46.1
#> 4313             Val de Bagnes          VS 7.21 46.1
#> 4314             Val de Bagnes          VS 7.21 46.1
#> 4315             Val de Bagnes          VS 7.21 46.1
#> 4316             Val de Bagnes          VS 7.21 46.1
#> 4317             Val de Bagnes          VS 7.21 46.1
#> 4318             Val de Bagnes          VS 7.21 46.1
#> 4319             Val de Bagnes          VS 7.21 46.1
#> 4320             Val de Bagnes          VS 7.21 46.1
#> 4321             Val de Bagnes          VS 7.21 46.1
#> 4322             Val de Bagnes          VS 7.21 46.1
#> 4323             Val de Bagnes          VS 7.21 46.1
#> 4324             Val de Bagnes          VS 7.21 46.1
#> 4325             Val de Bagnes          VS 7.21 46.1
#> 4326             Val de Bagnes          VS 7.21 46.1
#> 4327             Val de Bagnes          VS 7.21 46.1
#> 4328             Val de Bagnes          VS 7.22 46.1
#> 4329             Val de Bagnes          VS 7.22 46.1
#> 4330             Val de Bagnes          VS 7.22 46.1
#> 4331             Val de Bagnes          VS 7.22 46.1
#> 4332             Val de Bagnes          VS 7.22 46.1
#> 4333             Val de Bagnes          VS 7.22 46.1
#> 4334                  Orsières          VS 7.17 46.0
#> 4335                  Orsières          VS 7.17 46.0
#> 4336                  Orsières          VS 7.17 46.0
#> 4337                  Orsières          VS 7.17 46.0
#> 4338                  Orsières          VS 7.17 46.0
#> 4339                  Orsières          VS 7.17 46.0
#> 4340                  Orsières          VS 7.17 46.0
#> 4341                  Orsières          VS 7.17 46.0
#> 4342                  Orsières          VS 7.17 46.0
#> 4343                  Orsières          VS 7.17 46.0
#> 4344                  Orsières          VS 7.17 46.0
#> 4345                  Orsières          VS 7.17 46.0
#> 4346                  Orsières          VS 7.17 46.0
#> 4347                  Orsières          VS 7.17 46.0
#> 4348                  Orsières          VS 7.17 46.0
#> 4349                  Orsières          VS 7.17 46.0
#> 4350                  Orsières          VS 7.17 46.0
#> 4351                  Orsières          VS 7.17 46.0
#> 4352                  Orsières          VS 7.10 46.0
#> 4353                  Orsières          VS 7.10 46.0
#> 4354                  Orsières          VS 7.10 46.0
#> 4355                  Orsières          VS 7.10 46.0
#> 4356                  Orsières          VS 7.10 46.0
#> 4357                  Orsières          VS 7.10 46.0
#> 4358                  Orsières          VS 7.10 46.0
#> 4359                  Orsières          VS 7.10 46.0
#> 4360                  Orsières          VS 7.10 46.0
#> 4361                  Orsières          VS 7.10 46.0
#> 4362                  Orsières          VS 7.10 46.0
#> 4363             Val de Bagnes          VS 7.16 46.1
#> 4364             Val de Bagnes          VS 7.16 46.1
#> 4365             Val de Bagnes          VS 7.16 46.1
#> 4366             Val de Bagnes          VS 7.16 46.1
#> 4367             Val de Bagnes          VS 7.16 46.1
#> 4368             Val de Bagnes          VS 7.16 46.1
#> 4369             Val de Bagnes          VS 7.16 46.1
#> 4370             Val de Bagnes          VS 7.16 46.1
#> 4371             Val de Bagnes          VS 7.16 46.1
#> 4372             Val de Bagnes          VS 7.16 46.1
#> 4373             Val de Bagnes          VS 7.16 46.1
#> 4374             Val de Bagnes          VS 7.16 46.1
#> 4375             Val de Bagnes          VS 7.16 46.1
#> 4376             Val de Bagnes          VS 7.16 46.1
#> 4377             Val de Bagnes          VS 7.16 46.1
#> 4378             Val de Bagnes          VS 7.16 46.1
#> 4379             Val de Bagnes          VS 7.16 46.1
#> 4380             Val de Bagnes          VS 7.16 46.1
#> 4381             Val de Bagnes          VS 7.16 46.1
#> 4382             Val de Bagnes          VS 7.16 46.1
#> 4383             Val de Bagnes          VS 7.16 46.1
#> 4384             Val de Bagnes          VS 7.16 46.1
#> 4385             Val de Bagnes          VS 7.16 46.1
#> 4386                  Orsières          VS 7.08 46.0
#> 4387                  Orsières          VS 7.09 45.9
#> 4388                    Liddes          VS 7.22 46.0
#> 4389                    Liddes          VS 7.22 46.0
#> 4390                    Liddes          VS 7.22 46.0
#> 4391             Val de Bagnes          VS 7.23 46.1
#> 4392             Val de Bagnes          VS 7.23 46.1
#> 4393             Val de Bagnes          VS 7.23 46.1
#> 4394             Val de Bagnes          VS 7.23 46.1
#> 4395             Val de Bagnes          VS 7.23 46.1
#> 4396             Val de Bagnes          VS 7.23 46.1
#> 4397             Val de Bagnes          VS 7.23 46.1
#> 4398             Val de Bagnes          VS 7.23 46.1
#> 4399             Val de Bagnes          VS 7.23 46.1
#> 4400             Val de Bagnes          VS 7.23 46.1
#> 4401             Val de Bagnes          VS 7.23 46.1
#> 4402             Val de Bagnes          VS 7.23 46.1
#> 4403             Val de Bagnes          VS 7.27 46.0
#> 4404             Val de Bagnes          VS 7.27 46.0
#> 4405             Val de Bagnes          VS 7.27 46.0
#> 4406                 Grimisuat          VS 7.37 46.2
#> 4407                 Grimisuat          VS 7.37 46.2
#> 4408                 Grimisuat          VS 7.37 46.2
#> 4409                 Grimisuat          VS 7.37 46.2
#> 4410                 Grimisuat          VS 7.37 46.2
#> 4411                 Grimisuat          VS 7.37 46.2
#> 4412                 Grimisuat          VS 7.37 46.2
#> 4413                 Grimisuat          VS 7.37 46.2
#> 4414                 Grimisuat          VS 7.37 46.2
#> 4415                 Grimisuat          VS 7.37 46.2
#> 4416                 Grimisuat          VS 7.37 46.2
#> 4417                 Grimisuat          VS 7.37 46.2
#> 4418                 Grimisuat          VS 7.37 46.2
#> 4419                 Grimisuat          VS 7.37 46.2
#> 4420                 Grimisuat          VS 7.37 46.2
#> 4421                 Grimisuat          VS 7.37 46.2
#> 4422                 Grimisuat          VS 7.37 46.2
#> 4423                 Grimisuat          VS 7.37 46.2
#> 4424                 Grimisuat          VS 7.37 46.2
#> 4425                 Grimisuat          VS 7.37 46.2
#> 4426                 Grimisuat          VS 7.37 46.2
#> 4427                 Grimisuat          VS 7.37 46.2
#> 4428                 Grimisuat          VS 7.37 46.2
#> 4429                 Grimisuat          VS 7.37 46.2
#> 4430                 Grimisuat          VS 7.37 46.2
#> 4431                 Grimisuat          VS 7.37 46.2
#> 4432                 Grimisuat          VS 7.37 46.2
#> 4433                 Grimisuat          VS 7.37 46.2
#> 4434                 Grimisuat          VS 7.37 46.2
#> 4435                 Grimisuat          VS 7.37 46.2
#> 4436                 Grimisuat          VS 7.37 46.2
#> 4437                 Grimisuat          VS 7.37 46.2
#> 4438                 Grimisuat          VS 7.37 46.2
#> 4439                 Grimisuat          VS 7.37 46.2
#> 4440                 Grimisuat          VS 7.37 46.2
#> 4441                 Grimisuat          VS 7.37 46.2
#> 4442                 Grimisuat          VS 7.37 46.2
#> 4443                 Grimisuat          VS 7.37 46.2
#> 4444                 Grimisuat          VS 7.37 46.2
#> 4445                 Grimisuat          VS 7.37 46.2
#> 4446                 Grimisuat          VS 7.37 46.2
#> 4447                 Grimisuat          VS 7.37 46.2
#> 4448                 Grimisuat          VS 7.37 46.2
#> 4449                 Grimisuat          VS 7.37 46.2
#> 4450                 Grimisuat          VS 7.37 46.2
#> 4451                 Grimisuat          VS 7.37 46.2
#> 4452                 Grimisuat          VS 7.37 46.2
#> 4453                 Grimisuat          VS 7.37 46.2
#> 4454                 Grimisuat          VS 7.37 46.2
#> 4455                 Grimisuat          VS 7.37 46.2
#> 4456                 Grimisuat          VS 7.37 46.2
#> 4457                 Grimisuat          VS 7.37 46.2
#> 4458                 Grimisuat          VS 7.37 46.2
#> 4459                 Grimisuat          VS 7.37 46.2
#> 4460                 Grimisuat          VS 7.37 46.2
#> 4461                 Grimisuat          VS 7.37 46.2
#> 4462                 Grimisuat          VS 7.37 46.2
#> 4463                 Grimisuat          VS 7.37 46.2
#> 4464                 Grimisuat          VS 7.37 46.2
#> 4465                 Grimisuat          VS 7.37 46.2
#> 4466                 Grimisuat          VS 7.37 46.2
#> 4467                 Grimisuat          VS 7.37 46.2
#> 4468                 Grimisuat          VS 7.37 46.2
#> 4469                 Grimisuat          VS 7.37 46.2
#> 4470                 Grimisuat          VS 7.37 46.2
#> 4471                 Grimisuat          VS 7.37 46.2
#> 4472                 Grimisuat          VS 7.37 46.2
#> 4473                 Grimisuat          VS 7.37 46.2
#> 4474                 Grimisuat          VS 7.37 46.2
#> 4475                 Grimisuat          VS 7.37 46.2
#> 4476                 Grimisuat          VS 7.37 46.2
#> 4477                 Grimisuat          VS 7.37 46.2
#> 4478                 Grimisuat          VS 7.37 46.2
#> 4479                 Grimisuat          VS 7.37 46.2
#> 4480                 Grimisuat          VS 7.37 46.2
#> 4481                 Grimisuat          VS 7.37 46.2
#> 4482                 Grimisuat          VS 7.37 46.2
#> 4483                 Grimisuat          VS 7.37 46.2
#> 4484                 Grimisuat          VS 7.37 46.2
#> 4485                 Grimisuat          VS 7.37 46.2
#> 4486                 Grimisuat          VS 7.37 46.2
#> 4487                 Grimisuat          VS 7.37 46.2
#> 4488                 Grimisuat          VS 7.37 46.2
#> 4489                 Grimisuat          VS 7.37 46.2
#> 4490                 Grimisuat          VS 7.37 46.2
#> 4491                 Grimisuat          VS 7.37 46.2
#> 4492                 Grimisuat          VS 7.37 46.2
#> 4493                 Grimisuat          VS 7.37 46.2
#> 4494                 Grimisuat          VS 7.37 46.2
#> 4495                 Grimisuat          VS 7.37 46.2
#> 4496                 Grimisuat          VS 7.37 46.2
#> 4497                 Grimisuat          VS 7.37 46.2
#> 4498                 Grimisuat          VS 7.37 46.2
#> 4499                 Grimisuat          VS 7.37 46.2
#> 4500                 Grimisuat          VS 7.37 46.2
#> 4501                 Grimisuat          VS 7.37 46.2
#> 4502                 Grimisuat          VS 7.37 46.2
#> 4503                 Grimisuat          VS 7.37 46.2
#> 4504                 Grimisuat          VS 7.37 46.2
#> 4505                 Grimisuat          VS 7.37 46.2
#> 4506                 Grimisuat          VS 7.37 46.2
#> 4507                 Grimisuat          VS 7.37 46.2
#> 4508                 Grimisuat          VS 7.37 46.2
#> 4509                 Grimisuat          VS 7.37 46.2
#> 4510                 Grimisuat          VS 7.37 46.2
#> 4511                 Grimisuat          VS 7.37 46.2
#> 4512                 Grimisuat          VS 7.37 46.2
#> 4513                 Grimisuat          VS 7.37 46.2
#> 4514                 Grimisuat          VS 7.37 46.2
#> 4515                 Grimisuat          VS 7.37 46.2
#> 4516                 Grimisuat          VS 7.37 46.2
#> 4517                 Grimisuat          VS 7.37 46.2
#> 4518                 Grimisuat          VS 7.37 46.2
#> 4519                 Grimisuat          VS 7.37 46.2
#> 4520                 Grimisuat          VS 7.37 46.2
#> 4521                 Grimisuat          VS 7.37 46.2
#> 4522                 Grimisuat          VS 7.37 46.2
#> 4523                 Grimisuat          VS 7.37 46.2
#> 4524                 Grimisuat          VS 7.37 46.2
#> 4525                 Grimisuat          VS 7.37 46.2
#> 4526                 Grimisuat          VS 7.37 46.2
#> 4527                 Grimisuat          VS 7.37 46.2
#> 4528                 Grimisuat          VS 7.37 46.2
#> 4529                 Grimisuat          VS 7.37 46.2
#> 4530                 Grimisuat          VS 7.37 46.2
#> 4531                 Grimisuat          VS 7.37 46.2
#> 4532                 Grimisuat          VS 7.37 46.2
#> 4533                 Grimisuat          VS 7.37 46.2
#> 4534                 Grimisuat          VS 7.37 46.2
#> 4535                 Grimisuat          VS 7.37 46.2
#> 4536                 Grimisuat          VS 7.37 46.2
#> 4537                 Grimisuat          VS 7.37 46.2
#> 4538                 Grimisuat          VS 7.37 46.2
#> 4539                 Grimisuat          VS 7.37 46.2
#> 4540                 Grimisuat          VS 7.37 46.2
#> 4541                 Grimisuat          VS 7.37 46.2
#> 4542                 Grimisuat          VS 7.37 46.2
#> 4543                 Grimisuat          VS 7.37 46.2
#> 4544                 Grimisuat          VS 7.37 46.2
#> 4545                 Grimisuat          VS 7.37 46.2
#> 4546                 Grimisuat          VS 7.37 46.2
#> 4547                 Grimisuat          VS 7.37 46.2
#> 4548                 Grimisuat          VS 7.37 46.2
#> 4549                  Chamoson          VS 7.22 46.2
#> 4550                  Chamoson          VS 7.22 46.2
#> 4551                  Chamoson          VS 7.22 46.2
#> 4552                  Chamoson          VS 7.22 46.2
#> 4553                  Chamoson          VS 7.22 46.2
#> 4554                  Chamoson          VS 7.22 46.2
#> 4555                  Chamoson          VS 7.22 46.2
#> 4556                  Chamoson          VS 7.22 46.2
#> 4557                  Chamoson          VS 7.22 46.2
#> 4558                  Chamoson          VS 7.22 46.2
#> 4559                  Chamoson          VS 7.22 46.2
#> 4560                  Chamoson          VS 7.22 46.2
#> 4561                  Chamoson          VS 7.22 46.2
#> 4562                  Chamoson          VS 7.22 46.2
#> 4563                  Chamoson          VS 7.22 46.2
#> 4564                  Chamoson          VS 7.22 46.2
#> 4565                  Chamoson          VS 7.22 46.2
#> 4566                  Chamoson          VS 7.22 46.2
#> 4567                  Chamoson          VS 7.22 46.2
#> 4568                  Chamoson          VS 7.22 46.2
#> 4569                  Chamoson          VS 7.22 46.2
#> 4570                  Chamoson          VS 7.22 46.2
#> 4571                  Chamoson          VS 7.22 46.2
#> 4572                  Chamoson          VS 7.22 46.2
#> 4573                  Chamoson          VS 7.22 46.2
#> 4574                  Chamoson          VS 7.22 46.2
#> 4575                  Chamoson          VS 7.22 46.2
#> 4576                  Chamoson          VS 7.22 46.2
#> 4577                  Chamoson          VS 7.22 46.2
#> 4578                  Chamoson          VS 7.22 46.2
#> 4579                  Chamoson          VS 7.22 46.2
#> 4580                  Chamoson          VS 7.22 46.2
#> 4581                  Chamoson          VS 7.22 46.2
#> 4582                  Chamoson          VS 7.22 46.2
#> 4583                  Chamoson          VS 7.22 46.2
#> 4584                  Chamoson          VS 7.22 46.2
#> 4585                  Chamoson          VS 7.22 46.2
#> 4586                  Chamoson          VS 7.22 46.2
#> 4587                  Chamoson          VS 7.22 46.2
#> 4588                  Chamoson          VS 7.22 46.2
#> 4589                  Chamoson          VS 7.22 46.2
#> 4590                  Chamoson          VS 7.22 46.2
#> 4591                  Chamoson          VS 7.22 46.2
#> 4592                  Chamoson          VS 7.22 46.2
#> 4593                  Chamoson          VS 7.22 46.2
#> 4594                  Chamoson          VS 7.22 46.2
#> 4595                  Chamoson          VS 7.22 46.2
#> 4596                  Chamoson          VS 7.22 46.2
#> 4597                  Chamoson          VS 7.22 46.2
#> 4598                  Chamoson          VS 7.22 46.2
#> 4599                  Chamoson          VS 7.22 46.2
#> 4600                  Chamoson          VS 7.22 46.2
#> 4601                  Chamoson          VS 7.22 46.2
#> 4602                  Chamoson          VS 7.22 46.2
#> 4603                  Chamoson          VS 7.22 46.2
#> 4604                  Chamoson          VS 7.22 46.2
#> 4605                     Ardon          VS 7.24 46.2
#> 4606                     Ardon          VS 7.24 46.2
#> 4607                     Ardon          VS 7.24 46.2
#> 4608                     Ardon          VS 7.24 46.2
#> 4609                     Ardon          VS 7.24 46.2
#> 4610                     Ardon          VS 7.24 46.2
#> 4611                     Ardon          VS 7.24 46.2
#> 4612                     Ardon          VS 7.24 46.2
#> 4613                     Ardon          VS 7.24 46.2
#> 4614                     Ardon          VS 7.24 46.2
#> 4615                     Ardon          VS 7.24 46.2
#> 4616                     Ardon          VS 7.24 46.2
#> 4617                     Ardon          VS 7.24 46.2
#> 4618                     Ardon          VS 7.24 46.2
#> 4619                     Ardon          VS 7.24 46.2
#> 4620                     Ardon          VS 7.24 46.2
#> 4621                     Ardon          VS 7.24 46.2
#> 4622                     Ardon          VS 7.24 46.2
#> 4623                     Ardon          VS 7.24 46.2
#> 4624                     Ardon          VS 7.24 46.2
#> 4625                     Ardon          VS 7.24 46.2
#> 4626                     Ardon          VS 7.24 46.2
#> 4627                     Ardon          VS 7.24 46.2
#> 4628                     Ardon          VS 7.24 46.2
#> 4629                     Ardon          VS 7.24 46.2
#> 4630                     Ardon          VS 7.24 46.2
#> 4631                     Ardon          VS 7.24 46.2
#> 4632                     Ardon          VS 7.24 46.2
#> 4633                     Ardon          VS 7.24 46.2
#> 4634                     Ardon          VS 7.24 46.2
#> 4635                     Ardon          VS 7.24 46.2
#> 4636                     Ardon          VS 7.24 46.2
#> 4637                     Ardon          VS 7.24 46.2
#> 4638                     Ardon          VS 7.24 46.2
#> 4639                     Ardon          VS 7.24 46.2
#> 4640                     Ardon          VS 7.24 46.2
#> 4641                     Ardon          VS 7.24 46.2
#> 4642                     Ardon          VS 7.24 46.2
#> 4643                     Ardon          VS 7.24 46.2
#> 4644                     Ardon          VS 7.24 46.2
#> 4645                     Ardon          VS 7.24 46.2
#> 4646                     Ardon          VS 7.24 46.2
#> 4647                     Ardon          VS 7.24 46.2
#> 4648                     Ardon          VS 7.24 46.2
#> 4649                     Ardon          VS 7.24 46.2
#> 4650                     Ardon          VS 7.24 46.2
#> 4651                     Ardon          VS 7.24 46.2
#> 4652                     Ardon          VS 7.24 46.2
#> 4653                     Ardon          VS 7.24 46.2
#> 4654                     Ardon          VS 7.24 46.2
#> 4655                     Ayent          VS 7.42 46.3
#> 4656                     Ayent          VS 7.42 46.3
#> 4657                     Ayent          VS 7.42 46.3
#> 4658                     Ayent          VS 7.42 46.3
#> 4659                     Ayent          VS 7.42 46.3
#> 4660                     Ayent          VS 7.42 46.3
#> 4661                     Ayent          VS 7.42 46.3
#> 4662                     Ayent          VS 7.42 46.3
#> 4663                     Ayent          VS 7.42 46.3
#> 4664                     Ayent          VS 7.42 46.3
#> 4665                     Ayent          VS 7.42 46.3
#> 4666                     Ayent          VS 7.42 46.3
#> 4667                     Ayent          VS 7.42 46.3
#> 4668                     Ayent          VS 7.42 46.3
#> 4669                     Ayent          VS 7.42 46.3
#> 4670                     Ayent          VS 7.42 46.3
#> 4671                     Ayent          VS 7.42 46.3
#> 4672                     Ayent          VS 7.42 46.3
#> 4673                     Ayent          VS 7.42 46.3
#> 4674                     Ayent          VS 7.42 46.3
#> 4675                     Ayent          VS 7.42 46.3
#> 4676                     Ayent          VS 7.42 46.3
#> 4677                     Ayent          VS 7.42 46.3
#> 4678                     Ayent          VS 7.42 46.3
#> 4679                     Ayent          VS 7.42 46.3
#> 4680                     Ayent          VS 7.42 46.3
#> 4681                     Ayent          VS 7.42 46.3
#> 4682                     Ayent          VS 7.42 46.3
#> 4683                     Ayent          VS 7.42 46.3
#> 4684                     Ayent          VS 7.42 46.3
#> 4685                     Ayent          VS 7.42 46.3
#> 4686                     Ayent          VS 7.42 46.3
#> 4687                     Ayent          VS 7.42 46.3
#> 4688                     Ayent          VS 7.42 46.3
#> 4689                     Ayent          VS 7.42 46.3
#> 4690                     Ayent          VS 7.42 46.3
#> 4691                     Ayent          VS 7.42 46.3
#> 4692                     Ayent          VS 7.42 46.3
#> 4693                     Ayent          VS 7.42 46.3
#> 4694                     Ayent          VS 7.42 46.3
#> 4695                     Ayent          VS 7.42 46.3
#> 4696                     Ayent          VS 7.42 46.3
#> 4697                     Ayent          VS 7.42 46.3
#> 4698                     Ayent          VS 7.42 46.3
#> 4699                     Ayent          VS 7.42 46.3
#> 4700                     Ayent          VS 7.42 46.3
#> 4701                     Ayent          VS 7.42 46.3
#> 4702                     Ayent          VS 7.42 46.3
#> 4703                     Ayent          VS 7.42 46.3
#> 4704                     Ayent          VS 7.42 46.3
#> 4705                     Ayent          VS 7.42 46.3
#> 4706                     Ayent          VS 7.42 46.3
#> 4707                     Ayent          VS 7.42 46.3
#> 4708                     Ayent          VS 7.42 46.3
#> 4709                     Ayent          VS 7.42 46.3
#> 4710                     Ayent          VS 7.42 46.3
#> 4711                     Ayent          VS 7.42 46.3
#> 4712                     Ayent          VS 7.42 46.3
#> 4713                     Ayent          VS 7.42 46.3
#> 4714                     Ayent          VS 7.42 46.3
#> 4715                     Ayent          VS 7.42 46.3
#> 4716                     Ayent          VS 7.42 46.3
#> 4717                     Ayent          VS 7.42 46.3
#> 4718                     Ayent          VS 7.42 46.3
#> 4719                     Ayent          VS 7.42 46.3
#> 4720                     Ayent          VS 7.42 46.3
#> 4721                     Ayent          VS 7.42 46.3
#> 4722                     Ayent          VS 7.42 46.3
#> 4723                     Ayent          VS 7.42 46.3
#> 4724                     Ayent          VS 7.42 46.3
#> 4725                     Ayent          VS 7.42 46.3
#> 4726                     Ayent          VS 7.42 46.3
#> 4727                     Ayent          VS 7.42 46.3
#> 4728                     Ayent          VS 7.42 46.3
#> 4729                     Ayent          VS 7.42 46.3
#> 4730                     Ayent          VS 7.42 46.3
#> 4731                     Ayent          VS 7.42 46.3
#> 4732                     Ayent          VS 7.42 46.3
#> 4733                     Ayent          VS 7.42 46.3
#> 4734                     Ayent          VS 7.42 46.3
#> 4735                     Ayent          VS 7.42 46.3
#> 4736                     Ayent          VS 7.42 46.3
#> 4737                     Ayent          VS 7.42 46.3
#> 4738                     Ayent          VS 7.42 46.3
#> 4739                     Ayent          VS 7.42 46.3
#> 4740                     Ayent          VS 7.42 46.3
#> 4741                     Ayent          VS 7.42 46.3
#> 4742                     Ayent          VS 7.42 46.3
#> 4743                     Ayent          VS 7.42 46.3
#> 4744                     Ayent          VS 7.42 46.3
#> 4745                     Ayent          VS 7.42 46.3
#> 4746                     Ayent          VS 7.42 46.3
#> 4747                     Ayent          VS 7.42 46.3
#> 4748                     Ayent          VS 7.42 46.3
#> 4749                     Ayent          VS 7.42 46.3
#> 4750                     Ayent          VS 7.42 46.3
#> 4751                     Ayent          VS 7.42 46.3
#> 4752                Mont-Noble          VS 7.44 46.2
#> 4753                   Savièse          VS 7.32 46.2
#> 4754                   Savièse          VS 7.32 46.2
#> 4755                   Savièse          VS 7.32 46.2
#> 4756                   Savièse          VS 7.32 46.2
#> 4757                   Savièse          VS 7.32 46.2
#> 4758                   Conthey          VS 7.26 46.2
#> 4759                   Conthey          VS 7.26 46.2
#> 4760                   Conthey          VS 7.26 46.2
#> 4761                   Conthey          VS 7.26 46.2
#> 4762                   Conthey          VS 7.26 46.2
#> 4763                   Conthey          VS 7.26 46.2
#> 4764                   Conthey          VS 7.26 46.2
#> 4765                   Conthey          VS 7.26 46.2
#> 4766                   Conthey          VS 7.26 46.2
#> 4767                   Conthey          VS 7.26 46.2
#> 4768                   Conthey          VS 7.26 46.2
#> 4769                   Conthey          VS 7.26 46.2
#> 4770                   Conthey          VS 7.26 46.2
#> 4771                   Conthey          VS 7.26 46.2
#> 4772                   Conthey          VS 7.26 46.2
#> 4773                   Conthey          VS 7.26 46.2
#> 4774                   Conthey          VS 7.26 46.2
#> 4775                   Conthey          VS 7.26 46.2
#> 4776                   Conthey          VS 7.26 46.2
#> 4777                   Conthey          VS 7.26 46.2
#> 4778                   Conthey          VS 7.26 46.2
#> 4779                   Conthey          VS 7.26 46.2
#> 4780                   Conthey          VS 7.26 46.2
#> 4781                   Conthey          VS 7.26 46.2
#> 4782                   Conthey          VS 7.26 46.2
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#> 4784                   Conthey          VS 7.26 46.2
#> 4785                   Conthey          VS 7.26 46.2
#> 4786                   Conthey          VS 7.26 46.2
#> 4787                   Conthey          VS 7.26 46.2
#> 4788                   Conthey          VS 7.26 46.2
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#> 4790                   Conthey          VS 7.26 46.2
#> 4791                   Conthey          VS 7.26 46.2
#> 4792                   Conthey          VS 7.26 46.2
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#> 4804                   Conthey          VS 7.26 46.2
#> 4805                   Conthey          VS 7.26 46.2
#> 4806                   Conthey          VS 7.26 46.2
#> 4807                   Conthey          VS 7.26 46.2
#> 4808                   Conthey          VS 7.30 46.2
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#> 4817                   Conthey          VS 7.30 46.2
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#> 4820                   Conthey          VS 7.30 46.2
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#> 4822                   Conthey          VS 7.30 46.2
#> 4823                   Conthey          VS 7.30 46.2
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#> 4826                   Conthey          VS 7.30 46.2
#> 4827                   Conthey          VS 7.30 46.2
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#> 4830                   Conthey          VS 7.30 46.2
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#> 4834                   Conthey          VS 7.30 46.2
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#> 4837                   Conthey          VS 7.30 46.2
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#> 4865                   Conthey          VS 7.30 46.2
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#> 4872                   Conthey          VS 7.30 46.2
#> 4873                   Conthey          VS 7.30 46.2
#> 4874                   Conthey          VS 7.30 46.2
#> 4875                   Conthey          VS 7.30 46.2
#> 4876                   Conthey          VS 7.31 46.3
#> 4877                   Conthey          VS 7.31 46.3
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#> 4879                   Conthey          VS 7.31 46.3
#> 4880                   Conthey          VS 7.31 46.3
#> 4881                   Conthey          VS 7.31 46.3
#> 4882                   Conthey          VS 7.31 46.3
#> 4883                   Conthey          VS 7.31 46.3
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#> 4886                   Conthey          VS 7.31 46.3
#> 4887                   Conthey          VS 7.31 46.3
#> 4888                   Conthey          VS 7.31 46.3
#> 4889                   Conthey          VS 7.31 46.3
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#> 4892                   Conthey          VS 7.31 46.3
#> 4893                   Conthey          VS 7.31 46.3
#> 4894                   Conthey          VS 7.31 46.3
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#> 4896                   Conthey          VS 7.31 46.3
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#> 4898                   Conthey          VS 7.31 46.3
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#> 4901                   Conthey          VS 7.31 46.3
#> 4902                   Conthey          VS 7.31 46.3
#> 4903                   Conthey          VS 7.31 46.3
#> 4904                   Conthey          VS 7.31 46.3
#> 4905                   Conthey          VS 7.31 46.3
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#> 4907                   Conthey          VS 7.31 46.3
#> 4908                   Conthey          VS 7.31 46.3
#> 4909                   Conthey          VS 7.31 46.3
#> 4910                   Conthey          VS 7.31 46.3
#> 4911                   Conthey          VS 7.31 46.3
#> 4912                   Conthey          VS 7.31 46.3
#> 4913                   Conthey          VS 7.31 46.3
#> 4914                   Conthey          VS 7.31 46.3
#> 4915                   Conthey          VS 7.31 46.3
#> 4916                   Conthey          VS 7.31 46.3
#> 4917                   Conthey          VS 7.31 46.3
#> 4918                   Conthey          VS 7.31 46.3
#> 4919                   Conthey          VS 7.31 46.3
#> 4920                   Conthey          VS 7.31 46.3
#> 4921                   Conthey          VS 7.31 46.3
#> 4922                   Conthey          VS 7.31 46.3
#> 4923                   Conthey          VS 7.31 46.3
#> 4924                   Conthey          VS 7.31 46.3
#> 4925                   Conthey          VS 7.31 46.3
#> 4926                   Conthey          VS 7.31 46.3
#> 4927                   Conthey          VS 7.31 46.3
#> 4928                   Conthey          VS 7.31 46.3
#> 4929                   Conthey          VS 7.31 46.3
#> 4930                   Conthey          VS 7.31 46.3
#> 4931                   Conthey          VS 7.31 46.3
#> 4932                   Conthey          VS 7.31 46.3
#> 4933                   Conthey          VS 7.31 46.3
#> 4934                   Conthey          VS 7.31 46.3
#> 4935                   Conthey          VS 7.31 46.3
#> 4936                   Conthey          VS 7.31 46.3
#> 4937                   Conthey          VS 7.31 46.3
#> 4938                   Conthey          VS 7.31 46.3
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#> 4983                   Conthey          VS 7.31 46.3
#> 4984                   Conthey          VS 7.31 46.3
#> 4985                   Conthey          VS 7.31 46.3
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#> 4991                     Ayent          VS 7.42 46.3
#> 4992                     Ayent          VS 7.42 46.3
#> 4993                     Ayent          VS 7.42 46.3
#> 4994                     Ayent          VS 7.42 46.3
#> 4995                     Ayent          VS 7.42 46.3
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#> 4997                     Ayent          VS 7.42 46.3
#> 4998                     Ayent          VS 7.42 46.3
#> 4999                     Ayent          VS 7.42 46.3
#> 5000                     Ayent          VS 7.42 46.3
#> 5001                     Ayent          VS 7.42 46.3
#> 5002                     Ayent          VS 7.42 46.3
#> 5003                     Ayent          VS 7.42 46.3
#> 5004                     Ayent          VS 7.42 46.3
#> 5005                     Ayent          VS 7.42 46.3
#> 5006                     Ayent          VS 7.42 46.3
#> 5007                     Ayent          VS 7.42 46.3
#> 5008                     Ayent          VS 7.42 46.3
#> 5009                     Ayent          VS 7.42 46.3
#> 5010                     Ayent          VS 7.42 46.3
#> 5011                     Ayent          VS 7.42 46.3
#> 5012                     Ayent          VS 7.42 46.3
#> 5013                     Ayent          VS 7.42 46.3
#> 5014                     Ayent          VS 7.42 46.3
#> 5015                     Ayent          VS 7.42 46.3
#> 5016                     Ayent          VS 7.42 46.3
#> 5017                     Ayent          VS 7.42 46.3
#> 5018                     Ayent          VS 7.42 46.3
#> 5019                     Ayent          VS 7.42 46.3
#> 5020                     Ayent          VS 7.42 46.3
#> 5021                     Ayent          VS 7.42 46.3
#> 5022                     Ayent          VS 7.42 46.3
#> 5023                     Ayent          VS 7.42 46.3
#> 5024                     Ayent          VS 7.42 46.3
#> 5025                     Ayent          VS 7.42 46.3
#> 5026                     Ayent          VS 7.42 46.3
#> 5027                     Ayent          VS 7.42 46.3
#> 5028                     Ayent          VS 7.42 46.3
#> 5029                     Ayent          VS 7.42 46.3
#> 5030                     Ayent          VS 7.42 46.3
#> 5031                     Ayent          VS 7.42 46.3
#> 5032                     Ayent          VS 7.42 46.3
#> 5033                     Ayent          VS 7.42 46.3
#> 5034                     Ayent          VS 7.42 46.3
#> 5035                     Ayent          VS 7.42 46.3
#> 5036                     Ayent          VS 7.42 46.3
#> 5037                     Ayent          VS 7.42 46.3
#> 5038                     Ayent          VS 7.42 46.3
#> 5039                     Ayent          VS 7.42 46.3
#> 5040                     Ayent          VS 7.42 46.3
#> 5041                       Vex          VS 7.41 46.2
#> 5042                       Vex          VS 7.41 46.2
#> 5043                       Vex          VS 7.41 46.2
#> 5044                       Vex          VS 7.41 46.2
#> 5045                       Vex          VS 7.41 46.2
#> 5046                       Vex          VS 7.41 46.2
#> 5047                       Vex          VS 7.41 46.2
#> 5048                       Vex          VS 7.41 46.2
#> 5049                       Vex          VS 7.41 46.2
#> 5050                       Vex          VS 7.41 46.2
#> 5051                       Vex          VS 7.41 46.2
#> 5052                       Vex          VS 7.41 46.2
#> 5053                       Vex          VS 7.41 46.2
#> 5054                       Vex          VS 7.41 46.2
#> 5055                       Vex          VS 7.41 46.2
#> 5056                       Vex          VS 7.41 46.2
#> 5057                       Vex          VS 7.41 46.2
#> 5058                       Vex          VS 7.41 46.2
#> 5059                       Vex          VS 7.41 46.2
#> 5060                       Vex          VS 7.41 46.2
#> 5061                       Vex          VS 7.41 46.2
#> 5062                       Vex          VS 7.41 46.2
#> 5063                       Vex          VS 7.41 46.2
#> 5064                       Vex          VS 7.41 46.2
#> 5065                       Vex          VS 7.41 46.2
#> 5066                       Vex          VS 7.41 46.2
#> 5067                       Vex          VS 7.41 46.2
#> 5068                       Vex          VS 7.41 46.2
#> 5069                       Vex          VS 7.41 46.2
#> 5070                       Vex          VS 7.41 46.2
#> 5071                       Vex          VS 7.41 46.2
#> 5072                       Vex          VS 7.41 46.2
#> 5073                Mont-Noble          VS 7.50 46.2
#> 5074         Saint-Martin (VS)          VS 7.44 46.2
#> 5075         Saint-Martin (VS)          VS 7.44 46.2
#> 5076         Saint-Martin (VS)          VS 7.44 46.2
#> 5077                 Grimisuat          VS 7.38 46.3
#> 5078                 Grimisuat          VS 7.38 46.3
#> 5079                 Grimisuat          VS 7.38 46.3
#> 5080                 Grimisuat          VS 7.38 46.3
#> 5081                 Grimisuat          VS 7.38 46.3
#> 5082                 Grimisuat          VS 7.38 46.3
#> 5083                 Grimisuat          VS 7.38 46.3
#> 5084                 Grimisuat          VS 7.38 46.3
#> 5085                 Grimisuat          VS 7.38 46.3
#> 5086                 Grimisuat          VS 7.38 46.3
#> 5087                 Grimisuat          VS 7.38 46.3
#> 5088                 Grimisuat          VS 7.38 46.3
#> 5089                 Grimisuat          VS 7.38 46.3
#> 5090                 Grimisuat          VS 7.38 46.3
#> 5091                 Grimisuat          VS 7.38 46.3
#> 5092                 Grimisuat          VS 7.38 46.3
#> 5093                 Grimisuat          VS 7.38 46.3
#> 5094                 Grimisuat          VS 7.38 46.3
#> 5095                 Grimisuat          VS 7.38 46.3
#> 5096                 Grimisuat          VS 7.38 46.3
#> 5097                 Grimisuat          VS 7.38 46.3
#> 5098                 Grimisuat          VS 7.38 46.3
#> 5099                 Grimisuat          VS 7.38 46.3
#> 5100                     Ayent          VS 7.41 46.3
#> 5101                     Ayent          VS 7.41 46.3
#> 5102                     Ayent          VS 7.41 46.3
#> 5103                     Ayent          VS 7.41 46.3
#> 5104                     Ayent          VS 7.41 46.3
#> 5105                     Ayent          VS 7.41 46.3
#> 5106                     Ayent          VS 7.41 46.3
#> 5107                     Ayent          VS 7.41 46.3
#> 5108                     Ayent          VS 7.41 46.3
#> 5109                     Ayent          VS 7.41 46.3
#> 5110                     Ayent          VS 7.41 46.3
#> 5111                     Ayent          VS 7.41 46.3
#> 5112                     Ayent          VS 7.41 46.3
#> 5113                     Ayent          VS 7.41 46.3
#> 5114                     Ayent          VS 7.41 46.3
#> 5115                     Ayent          VS 7.41 46.3
#> 5116                     Ayent          VS 7.41 46.3
#> 5117                     Ayent          VS 7.41 46.3
#> 5118                     Ayent          VS 7.41 46.3
#> 5119                Mont-Noble          VS 7.45 46.2
#> 5120                Mont-Noble          VS 7.45 46.2
#> 5121                Mont-Noble          VS 7.45 46.2
#> 5122                Mont-Noble          VS 7.45 46.2
#> 5123                Mont-Noble          VS 7.45 46.2
#> 5124                Mont-Noble          VS 7.45 46.2
#> 5125                     Ayent          VS 7.40 46.3
#> 5126                     Ayent          VS 7.40 46.3
#> 5127                     Ayent          VS 7.40 46.3
#> 5128                     Ayent          VS 7.40 46.3
#> 5129                     Ayent          VS 7.40 46.3
#> 5130                     Ayent          VS 7.40 46.3
#> 5131                     Ayent          VS 7.40 46.3
#> 5132                     Ayent          VS 7.40 46.3
#> 5133                     Ayent          VS 7.40 46.3
#> 5134                     Ayent          VS 7.40 46.3
#> 5135                   Conthey          VS 7.30 46.2
#> 5136                   Conthey          VS 7.30 46.2
#> 5137                   Conthey          VS 7.30 46.2
#> 5138                   Conthey          VS 7.29 46.3
#> 5139                   Conthey          VS 7.29 46.3
#> 5140                   Conthey          VS 7.29 46.3
#> 5141                   Conthey          VS 7.29 46.3
#> 5142                   Conthey          VS 7.29 46.3
#> 5143                   Conthey          VS 7.29 46.3
#> 5144                   Conthey          VS 7.29 46.3
#> 5145                   Conthey          VS 7.29 46.3
#> 5146                   Conthey          VS 7.29 46.3
#> 5147                   Conthey          VS 7.29 46.3
#> 5148                   Conthey          VS 7.29 46.3
#> 5149                   Conthey          VS 7.29 46.3
#> 5150                   Conthey          VS 7.29 46.3
#> 5151                   Conthey          VS 7.29 46.3
#> 5152                   Conthey          VS 7.29 46.3
#> 5153                   Conthey          VS 7.29 46.3
#> 5154                   Conthey          VS 7.29 46.3
#> 5155                   Conthey          VS 7.29 46.3
#> 5156                   Conthey          VS 7.29 46.3
#> 5157                   Conthey          VS 7.29 46.3
#> 5158                   Conthey          VS 7.29 46.3
#> 5159                   Conthey          VS 7.29 46.3
#> 5160                   Conthey          VS 7.29 46.3
#> 5161                   Conthey          VS 7.29 46.3
#> 5162                   Conthey          VS 7.29 46.3
#> 5163                    Icogne          VS 7.46 46.3
#> 5164                    Icogne          VS 7.46 46.3
#> 5165                    Icogne          VS 7.46 46.3
#> 5166                    Icogne          VS 7.46 46.3
#> 5167                    Icogne          VS 7.46 46.3
#> 5168                    Icogne          VS 7.46 46.3
#> 5169                    Icogne          VS 7.46 46.3
#> 5170                    Icogne          VS 7.46 46.3
#> 5171                    Icogne          VS 7.46 46.3
#> 5172                    Icogne          VS 7.46 46.3
#> 5173                    Icogne          VS 7.46 46.3
#> 5174                    Icogne          VS 7.46 46.3
#> 5175                    Icogne          VS 7.46 46.3
#> 5176                    Icogne          VS 7.46 46.3
#> 5177                    Icogne          VS 7.46 46.3
#> 5178                    Icogne          VS 7.45 46.3
#> 5179                    Icogne          VS 7.45 46.3
#> 5180                    Icogne          VS 7.45 46.3
#> 5181                    Icogne          VS 7.45 46.3
#> 5182                    Icogne          VS 7.45 46.3
#> 5183                    Icogne          VS 7.45 46.3
#> 5184                    Icogne          VS 7.45 46.3
#> 5185                    Icogne          VS 7.45 46.3
#> 5186                    Icogne          VS 7.45 46.3
#> 5187                    Icogne          VS 7.45 46.3
#> 5188                    Icogne          VS 7.45 46.3
#> 5189                    Icogne          VS 7.45 46.3
#> 5190                    Icogne          VS 7.45 46.3
#> 5191                    Icogne          VS 7.45 46.3
#> 5192                    Icogne          VS 7.45 46.3
#> 5193                    Icogne          VS 7.45 46.3
#> 5194                    Icogne          VS 7.45 46.3
#> 5195                       Vex          VS 7.40 46.2
#> 5196                       Vex          VS 7.40 46.2
#> 5197                       Vex          VS 7.40 46.2
#> 5198                       Vex          VS 7.40 46.2
#> 5199                       Vex          VS 7.40 46.2
#> 5200                       Vex          VS 7.40 46.2
#> 5201                       Vex          VS 7.40 46.2
#> 5202                   Evolène          VS 7.49 46.1
#> 5203                   Evolène          VS 7.49 46.1
#> 5204                   Evolène          VS 7.49 46.1
#> 5205                   Evolène          VS 7.49 46.1
#> 5206                   Evolène          VS 7.49 46.1
#> 5207                   Evolène          VS 7.49 46.1
#> 5208                   Evolène          VS 7.49 46.1
#> 5209                   Evolène          VS 7.49 46.1
#> 5210                   Evolène          VS 7.52 46.1
#> 5211                   Evolène          VS 7.49 46.0
#> 5212                   Evolène          VS 7.49 46.0
#> 5213                 Hérémence          VS 7.39 46.1
#> 5214                 Hérémence          VS 7.39 46.1
#> 5215                 Hérémence          VS 7.39 46.1
#> 5216                 Hérémence          VS 7.39 46.1
#> 5217                 Hérémence          VS 7.39 46.1
#> 5218                 Hérémence          VS 7.39 46.1
#> 5219                 Hérémence          VS 7.39 46.1
#> 5220                 Hérémence          VS 7.39 46.1
#> 5221                 Hérémence          VS 7.39 46.1
#> 5222                 Hérémence          VS 7.39 46.1
#> 5223                 Hérémence          VS 7.39 46.1
#> 5224                 Hérémence          VS 7.39 46.1
#> 5225                 Hérémence          VS 7.39 46.1
#> 5226                 Hérémence          VS 7.39 46.1
#> 5227                 Hérémence          VS 7.39 46.1
#> 5228                 Hérémence          VS 7.39 46.1
#> 5229                 Hérémence          VS 7.39 46.1
#> 5230                 Hérémence          VS 7.39 46.1
#> 5231                 Hérémence          VS 7.39 46.1
#> 5232                 Hérémence          VS 7.39 46.1
#> 5233                 Hérémence          VS 7.39 46.1
#> 5234                 Hérémence          VS 7.39 46.1
#> 5235                 Hérémence          VS 7.39 46.1
#> 5236                 Hérémence          VS 7.39 46.1
#> 5237                 Hérémence          VS 7.39 46.1
#> 5238                       Vex          VS 7.37 46.2
#> 5239                       Vex          VS 7.37 46.2
#> 5240                       Vex          VS 7.37 46.2
#> 5241                       Vex          VS 7.37 46.2
#> 5242                       Vex          VS 7.37 46.2
#> 5243                       Vex          VS 7.37 46.2
#> 5244                       Vex          VS 7.37 46.2
#> 5245                       Vex          VS 7.37 46.2
#> 5246                       Vex          VS 7.37 46.2
#> 5247                       Vex          VS 7.37 46.2
#> 5248                       Vex          VS 7.37 46.2
#> 5249                       Vex          VS 7.37 46.2
#> 5250                       Vex          VS 7.37 46.2
#> 5251                       Vex          VS 7.37 46.2
#> 5252                       Vex          VS 7.37 46.2
#> 5253                       Vex          VS 7.37 46.2
#> 5254                       Vex          VS 7.37 46.2
#> 5255                       Vex          VS 7.37 46.2
#> 5256                       Vex          VS 7.37 46.2
#> 5257                       Vex          VS 7.37 46.2
#> 5258                       Vex          VS 7.37 46.2
#> 5259                       Vex          VS 7.37 46.2
#> 5260                       Vex          VS 7.37 46.2
#> 5261                       Vex          VS 7.37 46.2
#> 5262                       Vex          VS 7.37 46.2
#> 5263                       Vex          VS 7.37 46.2
#> 5264                       Vex          VS 7.37 46.2
#> 5265                       Vex          VS 7.37 46.2
#> 5266                       Vex          VS 7.37 46.2
#> 5267                       Vex          VS 7.37 46.2
#> 5268                       Vex          VS 7.37 46.2
#> 5269                      Sion          VS 7.35 46.2
#> 5270                      Sion          VS 7.35 46.2
#> 5271                      Sion          VS 7.35 46.2
#> 5272                      Sion          VS 7.35 46.2
#> 5273                      Sion          VS 7.35 46.2
#> 5274                      Sion          VS 7.35 46.2
#> 5275                      Sion          VS 7.35 46.2
#> 5276                      Sion          VS 7.35 46.2
#> 5277                      Sion          VS 7.35 46.2
#> 5278                      Sion          VS 7.35 46.2
#> 5279                       Vex          VS 7.38 46.2
#> 5280                       Vex          VS 7.38 46.2
#> 5281                       Vex          VS 7.38 46.2
#> 5282                    Nendaz          VS 7.34 46.2
#> 5283                    Nendaz          VS 7.34 46.2
#> 5284                    Nendaz          VS 7.34 46.2
#> 5285                    Nendaz          VS 7.34 46.2
#> 5286                    Nendaz          VS 7.34 46.2
#> 5287                    Nendaz          VS 7.34 46.2
#> 5288                    Nendaz          VS 7.34 46.2
#> 5289                    Nendaz          VS 7.34 46.2
#> 5290                    Nendaz          VS 7.34 46.2
#> 5291                    Nendaz          VS 7.34 46.2
#> 5292                    Nendaz          VS 7.34 46.2
#> 5293                    Nendaz          VS 7.34 46.2
#> 5294                    Nendaz          VS 7.34 46.2
#> 5295                    Nendaz          VS 7.34 46.2
#> 5296                    Nendaz          VS 7.34 46.2
#> 5297                    Nendaz          VS 7.34 46.2
#> 5298                    Nendaz          VS 7.34 46.2
#> 5299                    Nendaz          VS 7.34 46.2
#> 5300                    Nendaz          VS 7.34 46.2
#> 5301                    Nendaz          VS 7.34 46.2
#> 5302                    Nendaz          VS 7.34 46.2
#> 5303                    Nendaz          VS 7.34 46.2
#> 5304                    Nendaz          VS 7.34 46.2
#> 5305                    Nendaz          VS 7.34 46.2
#> 5306                    Nendaz          VS 7.34 46.2
#> 5307                    Nendaz          VS 7.34 46.2
#> 5308                    Nendaz          VS 7.34 46.2
#> 5309                    Nendaz          VS 7.34 46.2
#> 5310                    Nendaz          VS 7.34 46.2
#> 5311                    Nendaz          VS 7.34 46.2
#> 5312                    Nendaz          VS 7.34 46.2
#> 5313                    Nendaz          VS 7.34 46.2
#> 5314                    Nendaz          VS 7.34 46.2
#> 5315                    Nendaz          VS 7.34 46.2
#> 5316                    Nendaz          VS 7.34 46.2
#> 5317                    Nendaz          VS 7.34 46.2
#> 5318                    Nendaz          VS 7.34 46.2
#> 5319                    Nendaz          VS 7.34 46.2
#> 5320                    Nendaz          VS 7.34 46.2
#> 5321                    Nendaz          VS 7.31 46.2
#> 5322                    Nendaz          VS 7.31 46.2
#> 5323                    Nendaz          VS 7.31 46.2
#> 5324                    Nendaz          VS 7.31 46.2
#> 5325                    Nendaz          VS 7.31 46.2
#> 5326                    Nendaz          VS 7.31 46.2
#> 5327                    Nendaz          VS 7.31 46.2
#> 5328                    Nendaz          VS 7.31 46.2
#> 5329                    Nendaz          VS 7.31 46.2
#> 5330                    Nendaz          VS 7.31 46.2
#> 5331                    Nendaz          VS 7.31 46.2
#> 5332                    Nendaz          VS 7.31 46.2
#> 5333                    Nendaz          VS 7.31 46.2
#> 5334                    Nendaz          VS 7.31 46.2
#> 5335                    Nendaz          VS 7.31 46.2
#> 5336                    Nendaz          VS 7.31 46.2
#> 5337                    Nendaz          VS 7.31 46.2
#> 5338                    Nendaz          VS 7.31 46.2
#> 5339                    Nendaz          VS 7.31 46.2
#> 5340                    Nendaz          VS 7.31 46.2
#> 5341                    Nendaz          VS 7.31 46.2
#> 5342                    Nendaz          VS 7.31 46.2
#> 5343                    Nendaz          VS 7.31 46.2
#> 5344                    Nendaz          VS 7.31 46.2
#> 5345                    Nendaz          VS 7.31 46.2
#> 5346                    Nendaz          VS 7.31 46.2
#> 5347                    Nendaz          VS 7.31 46.2
#> 5348                    Nendaz          VS 7.31 46.2
#> 5349                    Nendaz          VS 7.31 46.2
#> 5350                    Nendaz          VS 7.31 46.2
#> 5351                    Nendaz          VS 7.31 46.2
#> 5352                    Nendaz          VS 7.31 46.2
#> 5353                    Nendaz          VS 7.31 46.2
#> 5354                    Nendaz          VS 7.29 46.2
#> 5355                    Nendaz          VS 7.29 46.2
#> 5356                    Nendaz          VS 7.29 46.2
#> 5357                    Nendaz          VS 7.29 46.2
#> 5358                    Nendaz          VS 7.29 46.2
#> 5359                    Nendaz          VS 7.29 46.2
#> 5360                    Nendaz          VS 7.29 46.2
#> 5361                    Nendaz          VS 7.29 46.2
#> 5362                    Nendaz          VS 7.29 46.2
#> 5363                    Nendaz          VS 7.29 46.2
#> 5364                    Nendaz          VS 7.29 46.2
#> 5365                    Nendaz          VS 7.29 46.2
#> 5366                    Nendaz          VS 7.29 46.2
#> 5367                    Nendaz          VS 7.29 46.2
#> 5368                    Nendaz          VS 7.29 46.2
#> 5369                    Nendaz          VS 7.29 46.2
#> 5370                    Nendaz          VS 7.29 46.2
#> 5371                    Nendaz          VS 7.29 46.2
#> 5372                    Nendaz          VS 7.29 46.2
#> 5373                    Nendaz          VS 7.29 46.2
#> 5374                    Nendaz          VS 7.29 46.2
#> 5375                    Nendaz          VS 7.29 46.2
#> 5376                    Nendaz          VS 7.29 46.2
#> 5377                    Nendaz          VS 7.29 46.2
#> 5378                    Nendaz          VS 7.29 46.2
#> 5379                    Nendaz          VS 7.29 46.2
#> 5380                    Nendaz          VS 7.29 46.2
#> 5381                    Nendaz          VS 7.29 46.2
#> 5382                    Nendaz          VS 7.29 46.2
#> 5383                    Nendaz          VS 7.29 46.2
#> 5384                    Nendaz          VS 7.29 46.2
#> 5385                    Nendaz          VS 7.29 46.2
#> 5386                    Nendaz          VS 7.29 46.2
#> 5387                    Nendaz          VS 7.29 46.2
#> 5388                    Nendaz          VS 7.29 46.2
#> 5389                    Nendaz          VS 7.29 46.2
#> 5390                    Nendaz          VS 7.29 46.2
#> 5391                    Nendaz          VS 7.29 46.2
#> 5392                    Nendaz          VS 7.29 46.2
#> 5393                    Nendaz          VS 7.29 46.2
#> 5394                    Nendaz          VS 7.29 46.2
#> 5395                    Nendaz          VS 7.29 46.2
#> 5396                    Nendaz          VS 7.29 46.2
#> 5397                    Nendaz          VS 7.29 46.2
#> 5398                    Nendaz          VS 7.29 46.2
#> 5399                    Nendaz          VS 7.29 46.2
#> 5400                    Nendaz          VS 7.29 46.2
#> 5401                    Nendaz          VS 7.29 46.2
#> 5402                    Nendaz          VS 7.29 46.2
#> 5403                    Nendaz          VS 7.29 46.2
#> 5404                    Nendaz          VS 7.29 46.2
#> 5405                    Nendaz          VS 7.29 46.2
#> 5406                    Nendaz          VS 7.29 46.2
#> 5407                    Nendaz          VS 7.29 46.2
#> 5408                    Nendaz          VS 7.29 46.2
#> 5409                    Nendaz          VS 7.29 46.2
#> 5410                    Nendaz          VS 7.29 46.2
#> 5411                    Nendaz          VS 7.29 46.2
#> 5412                    Nendaz          VS 7.29 46.2
#> 5413                    Nendaz          VS 7.29 46.2
#> 5414                    Nendaz          VS 7.29 46.2
#> 5415                    Nendaz          VS 7.29 46.2
#> 5416                    Nendaz          VS 7.29 46.2
#> 5417                    Nendaz          VS 7.29 46.2
#> 5418                    Nendaz          VS 7.29 46.2
#> 5419                    Nendaz          VS 7.29 46.2
#> 5420                    Nendaz          VS 7.29 46.2
#> 5421                    Nendaz          VS 7.29 46.2
#> 5422                    Nendaz          VS 7.29 46.2
#> 5423                 Milvignes          NE 6.89 47.0
#> 5424                 Milvignes          NE 6.89 47.0
#> 5425                 Milvignes          NE 6.89 47.0
#> 5426                 Milvignes          NE 6.89 47.0
#> 5427                 Milvignes          NE 6.89 47.0
#> 5428                 Milvignes          NE 6.89 47.0
#> 5429                 Milvignes          NE 6.89 47.0
#> 5430                 Milvignes          NE 6.89 47.0
#> 5431                 Milvignes          NE 6.89 47.0
#> 5432                 Milvignes          NE 6.89 47.0
#> 5433                 Milvignes          NE 6.89 47.0
#> 5434                 Milvignes          NE 6.89 47.0
#> 5435                 Milvignes          NE 6.89 47.0
#> 5436                 Milvignes          NE 6.89 47.0
#> 5437                 Milvignes          NE 6.89 47.0
#> 5438                 Milvignes          NE 6.89 47.0
#> 5439                 Milvignes          NE 6.89 47.0
#> 5440                 Milvignes          NE 6.89 47.0
#> 5441                 Milvignes          NE 6.89 47.0
#> 5442                 Milvignes          NE 6.89 47.0
#> 5443                 Milvignes          NE 6.89 47.0
#> 5444                 Milvignes          NE 6.89 47.0
#> 5445                 Milvignes          NE 6.89 47.0
#> 5446                 Milvignes          NE 6.89 47.0
#> 5447                 Milvignes          NE 6.89 47.0
#> 5448                 Milvignes          NE 6.89 47.0
#> 5449                 Milvignes          NE 6.89 47.0
#> 5450                 Milvignes          NE 6.89 47.0
#> 5451                 Milvignes          NE 6.89 47.0
#> 5452                 Milvignes          NE 6.89 47.0
#> 5453                 Milvignes          NE 6.89 47.0
#> 5454                 Milvignes          NE 6.89 47.0
#> 5455                 Milvignes          NE 6.89 47.0
#> 5456                 Milvignes          NE 6.89 47.0
#> 5457                 Milvignes          NE 6.89 47.0
#> 5458                 Milvignes          NE 6.89 47.0
#> 5459                 Milvignes          NE 6.89 47.0
#> 5460                 Milvignes          NE 6.89 47.0
#> 5461                 Milvignes          NE 6.89 47.0
#> 5462                 Milvignes          NE 6.89 47.0
#> 5463                 Milvignes          NE 6.89 47.0
#> 5464                 Milvignes          NE 6.89 47.0
#> 5465                 Milvignes          NE 6.89 47.0
#> 5466                 Milvignes          NE 6.89 47.0
#> 5467                 Milvignes          NE 6.89 47.0
#> 5468                 Milvignes          NE 6.89 47.0
#> 5469                 Milvignes          NE 6.89 47.0
#> 5470                 Milvignes          NE 6.89 47.0
#> 5471                 Milvignes          NE 6.89 47.0
#> 5472                 Milvignes          NE 6.89 47.0
#> 5473                 Milvignes          NE 6.89 47.0
#> 5474                 Milvignes          NE 6.87 47.0
#> 5475                    Boudry          NE 6.86 47.0
#> 5476                    Boudry          NE 6.86 47.0
#> 5477                    Boudry          NE 6.86 47.0
#> 5478                    Boudry          NE 6.86 47.0
#> 5479                    Boudry          NE 6.86 47.0
#> 5480                    Boudry          NE 6.83 47.0
#> 5481                    Boudry          NE 6.83 47.0
#> 5482                    Boudry          NE 6.83 47.0
#> 5483                    Boudry          NE 6.83 47.0
#> 5484                    Boudry          NE 6.83 47.0
#> 5485                    Boudry          NE 6.84 46.9
#> 5486                    Boudry          NE 6.84 46.9
#> 5487                    Boudry          NE 6.84 46.9
#> 5488                    Boudry          NE 6.84 46.9
#> 5489                    Boudry          NE 6.84 46.9
#> 5490                    Boudry          NE 6.84 46.9
#> 5491                    Boudry          NE 6.84 46.9
#> 5492                    Boudry          NE 6.84 46.9
#> 5493                    Boudry          NE 6.84 46.9
#> 5494                    Boudry          NE 6.84 46.9
#> 5495                    Boudry          NE 6.84 46.9
#> 5496                    Boudry          NE 6.82 47.0
#> 5497                    Boudry          NE 6.82 47.0
#> 5498                    Boudry          NE 6.82 47.0
#> 5499                    Boudry          NE 6.82 47.0
#> 5500                    Boudry          NE 6.82 47.0
#> 5501                    Boudry          NE 6.82 47.0
#> 5502                    Boudry          NE 6.82 47.0
#> 5503                    Boudry          NE 6.82 47.0
#> 5504                    Boudry          NE 6.82 47.0
#> 5505                    Boudry          NE 6.82 47.0
#> 5506                    Boudry          NE 6.82 47.0
#> 5507                    Boudry          NE 6.82 47.0
#> 5508                    Boudry          NE 6.82 47.0
#> 5509                    Boudry          NE 6.82 47.0
#> 5510                    Boudry          NE 6.82 47.0
#> 5511                    Boudry          NE 6.82 47.0
#> 5512                    Boudry          NE 6.82 47.0
#> 5513                    Boudry          NE 6.82 47.0
#> 5514                    Boudry          NE 6.82 47.0
#> 5515                    Boudry          NE 6.82 47.0
#> 5516                    Boudry          NE 6.82 47.0
#> 5517                    Boudry          NE 6.82 47.0
#> 5518                    Boudry          NE 6.82 47.0
#> 5519                    Boudry          NE 6.80 46.9
#> 5520                    Boudry          NE 6.80 46.9
#> 5521                    Boudry          NE 6.80 46.9
#> 5522                    Boudry          NE 6.80 46.9
#> 5523                    Boudry          NE 6.80 46.9
#> 5524                    Boudry          NE 6.80 46.9
#> 5525                    Boudry          NE 6.80 46.9
#> 5526                    Boudry          NE 6.80 46.9
#> 5527                    Boudry          NE 6.80 46.9
#> 5528                    Boudry          NE 6.80 46.9
#> 5529                    Boudry          NE 6.80 46.9
#> 5530                    Boudry          NE 6.80 46.9
#> 5531                    Boudry          NE 6.80 46.9
#> 5532         La Grande Béroche          NE 6.76 46.9
#> 5533         La Grande Béroche          NE 6.76 46.9
#> 5534         La Grande Béroche          NE 6.76 46.9
#> 5535         La Grande Béroche          NE 6.76 46.9
#> 5536         La Grande Béroche          NE 6.76 46.9
#> 5537         La Grande Béroche          NE 6.76 46.9
#> 5538         La Grande Béroche          NE 6.75 46.9
#> 5539         La Grande Béroche          NE 6.75 46.9
#> 5540         La Grande Béroche          NE 6.75 46.9
#> 5541         La Grande Béroche          NE 6.75 46.9
#> 5542         La Grande Béroche          NE 6.75 46.9
#> 5543         La Grande Béroche          NE 6.75 46.9
#> 5544         La Grande Béroche          NE 6.75 46.9
#> 5545         La Grande Béroche          NE 6.75 46.9
#> 5546         La Grande Béroche          NE 6.75 46.9
#> 5547         La Grande Béroche          NE 6.79 46.9
#> 5548         La Grande Béroche          NE 6.79 46.9
#> 5549         La Grande Béroche          NE 6.79 46.9
#> 5550         La Grande Béroche          NE 6.79 46.9
#> 5551         La Grande Béroche          NE 6.79 46.9
#> 5552         La Grande Béroche          NE 6.79 46.9
#> 5553         La Grande Béroche          NE 6.79 46.9
#> 5554         La Grande Béroche          NE 6.79 46.9
#> 5555         La Grande Béroche          NE 6.79 46.9
#> 5556         La Grande Béroche          NE 6.79 46.9
#> 5557         La Grande Béroche          NE 6.79 46.9
#> 5558         La Grande Béroche          NE 6.79 46.9
#> 5559         La Grande Béroche          NE 6.79 46.9
#> 5560         La Grande Béroche          NE 6.79 46.9
#> 5561         La Grande Béroche          NE 6.79 46.9
#> 5562         La Grande Béroche          NE 6.74 46.9
#> 5563                 Neuchâtel          NE 6.89 47.0
#> 5564                 Neuchâtel          NE 6.89 47.0
#> 5565                 Neuchâtel          NE 6.89 47.0
#> 5566                 Neuchâtel          NE 6.89 47.0
#> 5567                 Neuchâtel          NE 6.89 47.0
#> 5568                 Neuchâtel          NE 6.89 47.0
#> 5569                 Neuchâtel          NE 6.89 47.0
#> 5570                 Neuchâtel          NE 6.89 47.0
#> 5571                 Neuchâtel          NE 6.89 47.0
#> 5572                 Rochefort          NE 6.84 47.0
#> 5573                 Rochefort          NE 6.84 47.0
#> 5574                 Rochefort          NE 6.84 47.0
#> 5575                 Rochefort          NE 6.84 47.0
#> 5576                 Rochefort          NE 6.84 47.0
#> 5577                 Rochefort          NE 6.84 47.0
#> 5578                 Rochefort          NE 6.84 47.0
#> 5579                 Rochefort          NE 6.84 47.0
#> 5580                 Rochefort          NE 6.84 47.0
#> 5581                 Milvignes          NE 6.87 47.0
#> 5582                 Milvignes          NE 6.87 47.0
#> 5583                 Milvignes          NE 6.87 47.0
#> 5584                 Milvignes          NE 6.87 47.0
#> 5585                 Rochefort          NE 6.84 47.0
#> 5586                 Rochefort          NE 6.84 47.0
#> 5587                 Rochefort          NE 6.84 47.0
#> 5588                 Rochefort          NE 6.84 47.0
#> 5589                 Rochefort          NE 6.84 47.0
#> 5590                 Rochefort          NE 6.84 47.0
#> 5591                 Rochefort          NE 6.84 47.0
#> 5592                 Rochefort          NE 6.84 47.0
#> 5593                 Rochefort          NE 6.84 47.0
#> 5594                 Rochefort          NE 6.84 47.0
#> 5595                 Neuchâtel          NE 6.90 47.0
#> 5596                Val-de-Ruz          NE 6.90 47.0
#> 5597                Val-de-Ruz          NE 6.90 47.0
#> 5598                Val-de-Ruz          NE 6.90 47.0
#> 5599                Val-de-Ruz          NE 6.90 47.0
#> 5600                Val-de-Ruz          NE 6.89 47.1
#> 5601                Val-de-Ruz          NE 6.89 47.1
#> 5602                Val-de-Ruz          NE 6.90 47.1
#> 5603                Val-de-Ruz          NE 6.90 47.1
#> 5604                Val-de-Ruz          NE 6.90 47.1
#> 5605                Val-de-Ruz          NE 6.90 47.1
#> 5606                Val-de-Ruz          NE 6.90 47.1
#> 5607                Val-de-Ruz          NE 6.90 47.1
#> 5608                Val-de-Ruz          NE 6.90 47.1
#> 5609                Val-de-Ruz          NE 6.90 47.1
#> 5610                Val-de-Ruz          NE 6.93 47.1
#> 5611                Val-de-Ruz          NE 6.93 47.1
#> 5612                Val-de-Ruz          NE 6.93 47.1
#> 5613                Val-de-Ruz          NE 6.96 47.1
#> 5614                Val-de-Ruz          NE 6.96 47.1
#> 5615                Val-de-Ruz          NE 6.98 47.1
#> 5616                Val-de-Ruz          NE 6.98 47.1
#> 5617                Val-de-Ruz          NE 6.98 47.1
#> 5618                Val-de-Ruz          NE 6.98 47.1
#> 5619                Val-de-Ruz          NE 6.98 47.1
#> 5620                Val-de-Ruz          NE 6.99 47.1
#> 5621                Val-de-Ruz          NE 6.99 47.1
#> 5622                Val-de-Ruz          NE 6.93 47.0
#> 5623                Val-de-Ruz          NE 6.93 47.0
#> 5624                Val-de-Ruz          NE 6.95 47.0
#> 5625                Val-de-Ruz          NE 6.95 47.0
#> 5626            Hauterive (NE)          NE 6.97 47.0
#> 5627            Hauterive (NE)          NE 6.97 47.0
#> 5628            Hauterive (NE)          NE 6.97 47.0
#> 5629            Hauterive (NE)          NE 6.97 47.0
#> 5630            Hauterive (NE)          NE 6.97 47.0
#> 5631            Hauterive (NE)          NE 6.97 47.0
#> 5632            Hauterive (NE)          NE 6.97 47.0
#> 5633            Hauterive (NE)          NE 6.97 47.0
#> 5634                   Cornaux          NE 7.00 47.0
#> 5635                   Cornaux          NE 7.00 47.0
#> 5636                   Cornaux          NE 7.00 47.0
#> 5637                   Cornaux          NE 7.00 47.0
#> 5638                   Cornaux          NE 7.00 47.0
#> 5639                   La Tène          NE 7.01 47.0
#> 5640                   La Tène          NE 7.01 47.0
#> 5641                   La Tène          NE 7.01 47.0
#> 5642                   La Tène          NE 7.01 47.0
#> 5643                   La Tène          NE 7.01 47.0
#> 5644                   Cornaux          NE 7.03 47.0
#> 5645                   Cornaux          NE 7.02 47.0
#> 5646                   Cornaux          NE 7.02 47.0
#> 5647             Cressier (NE)          NE 7.03 47.0
#> 5648             Cressier (NE)          NE 7.03 47.0
#> 5649             Cressier (NE)          NE 7.03 47.0
#> 5650             Cressier (NE)          NE 7.03 47.0
#> 5651             Cressier (NE)          NE 7.03 47.0
#> 5652                 Rochefort          NE 6.75 47.0
#> 5653       Les Ponts-de-Martel          NE 6.67 47.0
#> 5654                  Provence          VD 6.69 46.9
#> 5655                  Provence          VD 6.69 46.9
#> 5656                  Provence          VD 6.69 46.9
#> 5657                  Provence          VD 6.69 46.9
#> 5658                  Provence          VD 6.69 46.9
#> 5659                  Provence          VD 6.69 46.9
#> 5660                  Provence          VD 6.69 46.9
#> 5661                  Provence          VD 6.69 46.9
#> 5662                  Provence          VD 6.69 46.9
#> 5663            Val-de-Travers          NE 6.59 46.9
#> 5664            Val-de-Travers          NE 6.59 46.9
#> 5665            Val-de-Travers          NE 6.59 46.9
#> 5666            Val-de-Travers          NE 6.59 46.9
#> 5667            Val-de-Travers          NE 6.59 46.9
#> 5668            Val-de-Travers          NE 6.59 46.9
#> 5669            Val-de-Travers          NE 6.59 46.9
#> 5670          La Côte-aux-Fées          NE 6.52 46.9
#> 5671            Val-de-Travers          NE 6.56 46.9
#> 5672            Val-de-Travers          NE 6.56 46.9
#> 5673            Val-de-Travers          NE 6.56 46.9
#> 5674            Val-de-Travers          NE 6.56 46.9
#> 5675             Les Verrières          NE 6.47 46.9
#> 5676                    Boudry          NE 6.77 47.0
#> 5677                Val-de-Ruz          NE 6.83 47.0
#> 5678                Val-de-Ruz          NE 6.83 47.0
#> 5679                Val-de-Ruz          NE 6.83 47.0
#> 5680                Val-de-Ruz          NE 6.83 47.0
#> 5681                Val-de-Ruz          NE 6.83 47.0
#> 5682                Val-de-Ruz          NE 6.83 47.0
#> 5683                Val-de-Ruz          NE 6.83 47.0
#> 5684                Val-de-Ruz          NE 6.83 47.0
#> 5685                Val-de-Ruz          NE 6.83 47.0
#> 5686                Val-de-Ruz          NE 6.83 47.0
#> 5687                Val-de-Ruz          NE 6.83 47.0
#> 5688                Val-de-Ruz          NE 6.83 47.0
#> 5689                Val-de-Ruz          NE 6.83 47.0
#> 5690                Val-de-Ruz          NE 6.83 47.0
#> 5691                Val-de-Ruz          NE 6.86 47.0
#> 5692                Val-de-Ruz          NE 6.86 47.0
#> 5693                Val-de-Ruz          NE 6.86 47.0
#> 5694                Val-de-Ruz          NE 6.86 47.0
#> 5695                Val-de-Ruz          NE 6.86 47.0
#> 5696                Val-de-Ruz          NE 6.86 47.0
#> 5697                Val-de-Ruz          NE 6.86 47.0
#> 5698         La Chaux-de-Fonds          NE 6.83 47.1
#> 5699         La Chaux-de-Fonds          NE 6.83 47.1
#> 5700         La Chaux-de-Fonds          NE 6.83 47.1
#> 5701         La Chaux-de-Fonds          NE 6.83 47.1
#> 5702         La Chaux-de-Fonds          NE 6.83 47.1
#> 5703         La Chaux-de-Fonds          NE 6.83 47.1
#> 5704         La Chaux-de-Fonds          NE 6.83 47.1
#> 5705         La Chaux-de-Fonds          NE 6.83 47.1
#> 5706         La Chaux-de-Fonds          NE 6.83 47.1
#> 5707         La Chaux-de-Fonds          NE 6.83 47.1
#> 5708         La Chaux-de-Fonds          NE 6.83 47.1
#> 5709         La Chaux-de-Fonds          NE 6.83 47.1
#> 5710         La Chaux-de-Fonds          NE 6.83 47.1
#> 5711         La Chaux-de-Fonds          NE 6.83 47.1
#> 5712         La Chaux-de-Fonds          NE 6.83 47.1
#> 5713         La Chaux-de-Fonds          NE 6.83 47.1
#> 5714         La Chaux-de-Fonds          NE 6.83 47.1
#> 5715         La Chaux-de-Fonds          NE 6.83 47.1
#> 5716         La Chaux-de-Fonds          NE 6.83 47.1
#> 5717         La Chaux-de-Fonds          NE 6.83 47.1
#> 5718         La Chaux-de-Fonds          NE 6.83 47.1
#> 5719         La Chaux-de-Fonds          NE 6.83 47.1
#> 5720         La Chaux-de-Fonds          NE 6.83 47.1
#> 5721         La Chaux-de-Fonds          NE 6.83 47.1
#> 5722         La Chaux-de-Fonds          NE 6.83 47.1
#> 5723         La Chaux-de-Fonds          NE 6.83 47.1
#> 5724         La Chaux-de-Fonds          NE 6.83 47.1
#> 5725         La Chaux-de-Fonds          NE 6.83 47.1
#> 5726         La Chaux-de-Fonds          NE 6.83 47.1
#> 5727         La Chaux-de-Fonds          NE 6.83 47.1
#> 5728         La Chaux-de-Fonds          NE 6.83 47.1
#> 5729         La Chaux-de-Fonds          NE 6.83 47.1
#> 5730         La Chaux-de-Fonds          NE 6.83 47.1
#> 5731         La Chaux-de-Fonds          NE 6.83 47.1
#> 5732         La Chaux-de-Fonds          NE 6.83 47.1
#> 5733         La Chaux-de-Fonds          NE 6.83 47.1
#> 5734         La Chaux-de-Fonds          NE 6.83 47.1
#> 5735         La Chaux-de-Fonds          NE 6.83 47.1
#> 5736         La Chaux-de-Fonds          NE 6.83 47.1
#> 5737         La Chaux-de-Fonds          NE 6.83 47.1
#> 5738         La Chaux-de-Fonds          NE 6.83 47.1
#> 5739         La Chaux-de-Fonds          NE 6.83 47.1
#> 5740         La Chaux-de-Fonds          NE 6.83 47.1
#> 5741         La Chaux-de-Fonds          NE 6.83 47.1
#> 5742         La Chaux-de-Fonds          NE 6.83 47.1
#> 5743         La Chaux-de-Fonds          NE 6.83 47.1
#> 5744         La Chaux-de-Fonds          NE 6.83 47.1
#> 5745         La Chaux-de-Fonds          NE 6.83 47.1
#> 5746         La Chaux-de-Fonds          NE 6.83 47.1
#> 5747         La Chaux-de-Fonds          NE 6.83 47.1
#> 5748         La Chaux-de-Fonds          NE 6.83 47.1
#> 5749         La Chaux-de-Fonds          NE 6.83 47.1
#> 5750       Les Ponts-de-Martel          NE 6.72 47.0
#> 5751       Les Ponts-de-Martel          NE 6.72 47.0
#> 5752       Les Ponts-de-Martel          NE 6.72 47.0
#> 5753       Les Ponts-de-Martel          NE 6.72 47.0
#> 5754       Les Ponts-de-Martel          NE 6.72 47.0
#> 5755       Les Ponts-de-Martel          NE 6.72 47.0
#> 5756       Les Ponts-de-Martel          NE 6.72 47.0
#> 5757                  Les Bois          JU 6.90 47.2
#> 5758                  Les Bois          JU 6.90 47.2
#> 5759                  Les Bois          JU 6.90 47.2
#> 5760                  Les Bois          JU 6.90 47.2
#> 5761                  Les Bois          JU 6.90 47.2
#> 5762                  Les Bois          JU 6.90 47.2
#> 5763                  Les Bois          JU 6.90 47.2
#> 5764                  Les Bois          JU 6.90 47.2
#> 5765                  Les Bois          JU 6.90 47.2
#> 5766               Le Noirmont          JU 6.94 47.2
#> 5767               Le Noirmont          JU 6.94 47.2
#> 5768               Saint-Imier          BE 6.97 47.2
#> 5769               Saint-Imier          BE 6.97 47.2
#> 5770              Saignelégier          JU 7.03 47.2
#> 5771            Le Bémont (JU)          JU 7.06 47.2
#> 5772      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5773      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5774      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5775      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5776      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5777      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5778      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5779      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5780      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5781      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5782      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5783      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5784      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5785      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5786      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5787      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5788      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5789      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5790      Le Cerneux-Péquignot          NE 6.71 47.0
#> 5791      Le Cerneux-Péquignot          NE 6.70 47.0
#> 5792                  Le Locle          NE 6.73 47.1
#> 5793                  Le Locle          NE 6.73 47.1
#> 5794               Biel/Bienne          BE 7.25 47.1
#> 5795               Biel/Bienne          BE 7.25 47.1
#> 5796               Biel/Bienne          BE 7.25 47.1
#> 5797               Biel/Bienne          BE 7.25 47.1
#> 5798               Biel/Bienne          BE 7.25 47.1
#> 5799               Biel/Bienne          BE 7.25 47.1
#> 5800               Biel/Bienne          BE 7.25 47.1
#> 5801               Biel/Bienne          BE 7.25 47.1
#> 5802               Biel/Bienne          BE 7.25 47.1
#> 5803               Biel/Bienne          BE 7.25 47.1
#> 5804               Biel/Bienne          BE 7.26 47.1
#> 5805               Biel/Bienne          BE 7.26 47.1
#> 5806               Biel/Bienne          BE 7.26 47.1
#> 5807               Biel/Bienne          BE 7.26 47.1
#> 5808               Biel/Bienne          BE 7.26 47.1
#> 5809               Biel/Bienne          BE 7.26 47.1
#> 5810               Biel/Bienne          BE 7.26 47.1
#> 5811               Biel/Bienne          BE 7.26 47.1
#> 5812               Biel/Bienne          BE 7.26 47.1
#> 5813               Biel/Bienne          BE 7.26 47.1
#> 5814               Biel/Bienne          BE 7.26 47.1
#> 5815               Biel/Bienne          BE 7.26 47.1
#> 5816               Biel/Bienne          BE 7.26 47.1
#> 5817               Biel/Bienne          BE 7.26 47.1
#> 5818               Biel/Bienne          BE 7.26 47.1
#> 5819               Biel/Bienne          BE 7.26 47.1
#> 5820               Biel/Bienne          BE 7.26 47.1
#> 5821               Biel/Bienne          BE 7.28 47.2
#> 5822               Biel/Bienne          BE 7.28 47.2
#> 5823               Biel/Bienne          BE 7.28 47.2
#> 5824               Biel/Bienne          BE 7.28 47.2
#> 5825               Biel/Bienne          BE 7.28 47.2
#> 5826               Biel/Bienne          BE 7.28 47.2
#> 5827               Biel/Bienne          BE 7.28 47.2
#> 5828            Twann-Tüscherz          BE 7.20 47.1
#> 5829            Twann-Tüscherz          BE 7.20 47.1
#> 5830                    Ligerz          BE 7.15 47.1
#> 5831         Plateau de Diesse          BE 7.12 47.1
#> 5832         Plateau de Diesse          BE 7.12 47.1
#> 5833         Plateau de Diesse          BE 7.12 47.1
#> 5834                      Nods          BE 7.06 47.1
#> 5835                      Nods          BE 7.06 47.1
#> 5836                      Nods          BE 7.06 47.1
#> 5837                      Nods          BE 7.06 47.1
#> 5838                      Nods          BE 7.06 47.1
#> 5839             La Neuveville          BE 7.09 47.1
#> 5840             La Neuveville          BE 7.09 47.1
#> 5841             La Neuveville          BE 7.09 47.1
#> 5842             La Neuveville          BE 7.09 47.1
#> 5843             La Neuveville          BE 7.09 47.1
#> 5844             La Neuveville          BE 7.09 47.1
#> 5845             La Neuveville          BE 7.09 47.1
#> 5846             La Neuveville          BE 7.09 47.1
#> 5847             La Neuveville          BE 7.09 47.1
#> 5848                      Gals          BE 7.07 47.0
#> 5849                      Gals          BE 7.07 47.0
#> 5850                      Gals          BE 7.07 47.0
#> 5851                      Gals          BE 7.07 47.0
#> 5852                      Gals          BE 7.07 47.0
#> 5853                      Gals          BE 7.07 47.0
#> 5854                      Gals          BE 7.07 47.0
#> 5855                      Gals          BE 7.07 47.0
#> 5856                      Gals          BE 7.07 47.0
#> 5857               Biel/Bienne          BE 7.21 47.1
#> 5858               Biel/Bienne          BE 7.21 47.1
#> 5859               Biel/Bienne          BE 7.21 47.1
#> 5860               Biel/Bienne          BE 7.21 47.1
#> 5861                   Evilard          BE 7.23 47.2
#> 5862                   Evilard          BE 7.23 47.2
#> 5863                   Evilard          BE 7.23 47.2
#> 5864                 Corgémont          BE 7.15 47.2
#> 5865                 Corgémont          BE 7.15 47.2
#> 5866                 Corgémont          BE 7.15 47.2
#> 5867               Romont (BE)          BE 7.32 47.2
#> 5868               Romont (BE)          BE 7.32 47.2
#> 5869               Romont (BE)          BE 7.32 47.2
#> 5870                     Sauge          BE 7.29 47.2
#> 5871                     Sauge          BE 7.29 47.2
#> 5872               Romont (BE)          BE 7.33 47.2
#> 5873                  Grenchen          SO 7.39 47.2
#> 5874                  Grenchen          SO 7.39 47.2
#> 5875                  Grenchen          SO 7.39 47.2
#> 5876                  Grenchen          SO 7.39 47.2
#> 5877                  Grenchen          SO 7.39 47.2
#> 5878                  Grenchen          SO 7.39 47.2
#> 5879                  Grenchen          SO 7.39 47.2
#> 5880                  Grenchen          SO 7.39 47.2
#> 5881                  Grenchen          SO 7.39 47.2
#> 5882                  Grenchen          SO 7.39 47.2
#> 5883                  Grenchen          SO 7.39 47.2
#> 5884                  Grenchen          SO 7.39 47.2
#> 5885                  Grenchen          SO 7.39 47.2
#> 5886                  Grenchen          SO 7.39 47.2
#> 5887                  Grenchen          SO 7.39 47.2
#> 5888                  Grenchen          SO 7.39 47.2
#> 5889                  Grenchen          SO 7.39 47.2
#> 5890                  Grenchen          SO 7.39 47.2
#> 5891                  Grenchen          SO 7.39 47.2
#> 5892                  Grenchen          SO 7.39 47.2
#> 5893                  Grenchen          SO 7.39 47.2
#> 5894                  Grenchen          SO 7.39 47.2
#> 5895                  Grenchen          SO 7.39 47.2
#> 5896                  Grenchen          SO 7.39 47.2
#> 5897                  Grenchen          SO 7.39 47.2
#> 5898                  Grenchen          SO 7.39 47.2
#> 5899                  Grenchen          SO 7.39 47.2
#> 5900                  Grenchen          SO 7.39 47.2
#> 5901                  Grenchen          SO 7.39 47.2
#> 5902                  Grenchen          SO 7.39 47.2
#> 5903                  Grenchen          SO 7.39 47.2
#> 5904                  Grenchen          SO 7.39 47.2
#> 5905                  Grenchen          SO 7.39 47.2
#> 5906                  Grenchen          SO 7.39 47.2
#> 5907                  Grenchen          SO 7.39 47.2
#> 5908                  Grenchen          SO 7.39 47.2
#> 5909                  Grenchen          SO 7.39 47.2
#> 5910                  Grenchen          SO 7.39 47.2
#> 5911                  Grenchen          SO 7.39 47.2
#> 5912                  Grenchen          SO 7.39 47.2
#> 5913                  Grenchen          SO 7.39 47.2
#> 5914                  Grenchen          SO 7.39 47.2
#> 5915                  Grenchen          SO 7.39 47.2
#> 5916                  Grenchen          SO 7.39 47.2
#> 5917                  Grenchen          SO 7.39 47.2
#> 5918                  Grenchen          SO 7.39 47.2
#> 5919                  Grenchen          SO 7.39 47.2
#> 5920                  Grenchen          SO 7.39 47.2
#> 5921                  Grenchen          SO 7.39 47.2
#> 5922                  Grenchen          SO 7.39 47.2
#> 5923                  Grenchen          SO 7.39 47.2
#> 5924                  Grenchen          SO 7.39 47.2
#> 5925                  Grenchen          SO 7.39 47.2
#> 5926                  Grenchen          SO 7.39 47.2
#> 5927                  Grenchen          SO 7.39 47.2
#> 5928                 Pieterlen          BE 7.33 47.2
#> 5929                 Pieterlen          BE 7.33 47.2
#> 5930                 Pieterlen          BE 7.33 47.2
#> 5931                 Pieterlen          BE 7.33 47.2
#> 5932                 Pieterlen          BE 7.33 47.2
#> 5933                 Pieterlen          BE 7.33 47.2
#> 5934                 Pieterlen          BE 7.33 47.2
#> 5935                 Pieterlen          BE 7.33 47.2
#> 5936                 Pieterlen          BE 7.33 47.2
#> 5937                 Pieterlen          BE 7.33 47.2
#> 5938              Lengnau (BE)          BE 7.37 47.2
#> 5939              Lengnau (BE)          BE 7.37 47.2
#> 5940              Lengnau (BE)          BE 7.37 47.2
#> 5941              Lengnau (BE)          BE 7.37 47.2
#> 5942              Lengnau (BE)          BE 7.37 47.2
#> 5943              Lengnau (BE)          BE 7.37 47.2
#> 5944              Lengnau (BE)          BE 7.37 47.2
#> 5945              Lengnau (BE)          BE 7.37 47.2
#> 5946              Lengnau (BE)          BE 7.37 47.2
#> 5947              Lengnau (BE)          BE 7.37 47.2
#> 5948              Lengnau (BE)          BE 7.37 47.2
#> 5949              Lengnau (BE)          BE 7.37 47.2
#> 5950              Lengnau (BE)          BE 7.37 47.2
#> 5951                  Bettlach          SO 7.42 47.2
#> 5952                  Bettlach          SO 7.42 47.2
#> 5953                  Bettlach          SO 7.42 47.2
#> 5954                  Bettlach          SO 7.42 47.2
#> 5955                  Bettlach          SO 7.42 47.2
#> 5956                  Bettlach          SO 7.42 47.2
#> 5957                  Bettlach          SO 7.42 47.2
#> 5958                  Bettlach          SO 7.42 47.2
#> 5959                   Selzach          SO 7.45 47.2
#> 5960                   Selzach          SO 7.45 47.2
#> 5961                   Selzach          SO 7.45 47.2
#> 5962                   Selzach          SO 7.45 47.2
#> 5963                   Selzach          SO 7.45 47.2
#> 5964                     Brügg          BE 7.29 47.1
#> 5965                     Brügg          BE 7.29 47.1
#> 5966                     Brügg          BE 7.29 47.1
#> 5967                     Brügg          BE 7.29 47.1
#> 5968                     Brügg          BE 7.29 47.1
#> 5969                   Safnern          BE 7.32 47.2
#> 5970                   Safnern          BE 7.32 47.2
#> 5971                   Safnern          BE 7.32 47.2
#> 5972                   Safnern          BE 7.32 47.2
#> 5973                   Safnern          BE 7.32 47.2
#> 5974                Meinisberg          BE 7.35 47.2
#> 5975                Meinisberg          BE 7.35 47.2
#> 5976                Meinisberg          BE 7.35 47.2
#> 5977                     Brügg          BE 7.28 47.1
#> 5978                     Brügg          BE 7.28 47.1
#> 5979                     Brügg          BE 7.28 47.1
#> 5980                     Brügg          BE 7.28 47.1
#> 5981                     Brügg          BE 7.28 47.1
#> 5982                     Brügg          BE 7.28 47.1
#> 5983                     Brügg          BE 7.28 47.1
#> 5984                     Brügg          BE 7.28 47.1
#> 5985                     Brügg          BE 7.28 47.1
#> 5986                     Brügg          BE 7.28 47.1
#> 5987                     Brügg          BE 7.28 47.1
#> 5988                     Brügg          BE 7.28 47.1
#> 5989                     Brügg          BE 7.28 47.1
#> 5990                     Brügg          BE 7.28 47.1
#> 5991                  Scheuren          BE 7.33 47.1
#> 5992                  Scheuren          BE 7.33 47.1
#> 5993                  Scheuren          BE 7.33 47.1
#> 5994                  Scheuren          BE 7.33 47.1
#> 5995                      Lyss          BE 7.32 47.1
#> 5996                      Lyss          BE 7.32 47.1
#> 5997                      Lyss          BE 7.32 47.1
#> 5998                      Lyss          BE 7.32 47.1
#> 5999                      Lyss          BE 7.32 47.1
#> 6000                      Lyss          BE 7.32 47.1
#> 6001                      Lyss          BE 7.32 47.1
#> 6002                      Lyss          BE 7.32 47.1
#> 6003                  Aegerten          BE 7.28 47.1
#> 6004                  Aegerten          BE 7.28 47.1
#> 6005                  Aegerten          BE 7.28 47.1
#> 6006                  Aegerten          BE 7.28 47.1
#> 6007                     Nidau          BE 7.24 47.1
#> 6008                     Nidau          BE 7.24 47.1
#> 6009                     Nidau          BE 7.24 47.1
#> 6010                     Nidau          BE 7.24 47.1
#> 6011                     Nidau          BE 7.24 47.1
#> 6012                     Nidau          BE 7.24 47.1
#> 6013                     Nidau          BE 7.24 47.1
#> 6014                     Nidau          BE 7.24 47.1
#> 6015                     Nidau          BE 7.24 47.1
#> 6016                     Nidau          BE 7.24 47.1
#> 6017                     Nidau          BE 7.24 47.1
#> 6018                  Bellmund          BE 7.25 47.1
#> 6019                  Bellmund          BE 7.25 47.1
#> 6020                  Bellmund          BE 7.25 47.1
#> 6021                  Bellmund          BE 7.25 47.1
#> 6022                  Bellmund          BE 7.25 47.1
#> 6023                  Bellmund          BE 7.25 47.1
#> 6024                  Bellmund          BE 7.25 47.1
#> 6025                  Bellmund          BE 7.25 47.1
#> 6026                  Bellmund          BE 7.25 47.1
#> 6027                  Bellmund          BE 7.24 47.1
#> 6028                  Bellmund          BE 7.24 47.1
#> 6029                  Bellmund          BE 7.25 47.1
#> 6030                  Bellmund          BE 7.25 47.1
#> 6031                  Bellmund          BE 7.25 47.1
#> 6032                  Bellmund          BE 7.25 47.1
#> 6033                      Jens          BE 7.27 47.1
#> 6034                   Mörigen          BE 7.21 47.1
#> 6035                   Mörigen          BE 7.21 47.1
#> 6036                   Mörigen          BE 7.21 47.1
#> 6037                  Lüscherz          BE 7.18 47.1
#> 6038                  Lüscherz          BE 7.18 47.1
#> 6039                  Lüscherz          BE 7.18 47.1
#> 6040                  Lüscherz          BE 7.18 47.1
#> 6041                  Lüscherz          BE 7.18 47.1
#> 6042                  Lüscherz          BE 7.18 47.1
#> 6043                  Lüscherz          BE 7.18 47.1
#> 6044                  Lüscherz          BE 7.18 47.1
#> 6045                  Lüscherz          BE 7.18 47.1
#> 6046                  Lüscherz          BE 7.18 47.1
#> 6047                  Lüscherz          BE 7.18 47.1
#> 6048                  Lüscherz          BE 7.18 47.1
#> 6049                  Lüscherz          BE 7.18 47.1
#> 6050                  Lüscherz          BE 7.18 47.1
#> 6051                  Lüscherz          BE 7.18 47.1
#> 6052                  Lüscherz          BE 7.18 47.1
#> 6053                  Lüscherz          BE 7.18 47.1
#> 6054                  Lüscherz          BE 7.16 47.0
#> 6055                  Lüscherz          BE 7.16 47.0
#> 6056             Finsterhennen          BE 7.18 47.0
#> 6057             Finsterhennen          BE 7.18 47.0
#> 6058               Romont (BE)          BE 7.33 47.2
#> 6059         Sonceboz-Sombeval          BE 7.18 47.2
#> 6060                 Corgémont          BE 7.15 47.2
#> 6061                 Corgémont          BE 7.15 47.2
#> 6062                 Cortébert          BE 7.11 47.2
#> 6063                 Corgémont          BE 7.15 47.2
#> 6064                 Corgémont          BE 7.15 47.2
#> 6065                 Corgémont          BE 7.15 47.2
#> 6066                 Corgémont          BE 7.15 47.2
#> 6067                  Cormoret          BE 7.02 47.2
#> 6068                  Cormoret          BE 7.02 47.2
#> 6069                  Cormoret          BE 7.02 47.2
#> 6070                  Cormoret          BE 7.02 47.2
#> 6071                  Cormoret          BE 7.02 47.2
#> 6072                  Cormoret          BE 7.02 47.2
#> 6073                  Cormoret          BE 7.02 47.2
#> 6074                  Cormoret          BE 7.02 47.2
#> 6075                  Cormoret          BE 7.02 47.2
#> 6076                  Cormoret          BE 7.05 47.2
#> 6077                  Cormoret          BE 7.05 47.2
#> 6078                  Cormoret          BE 7.05 47.2
#> 6079                  Cormoret          BE 7.05 47.2
#> 6080                  Cormoret          BE 7.05 47.2
#> 6081                  Cormoret          BE 7.05 47.2
#> 6082                 Sonvilier          BE 6.96 47.1
#> 6083                Renan (BE)          BE 6.90 47.1
#> 6084               Reconvilier          BE 7.18 47.2
#> 6085               Reconvilier          BE 7.18 47.2
#> 6086               Reconvilier          BE 7.18 47.2
#> 6087               Reconvilier          BE 7.18 47.2
#> 6088               Reconvilier          BE 7.18 47.2
#> 6089          Les Genevez (JU)          JU 7.12 47.3
#> 6090          Les Genevez (JU)          JU 7.12 47.3
#> 6091          Les Genevez (JU)          JU 7.12 47.3
#> 6092                 Petit-Val          BE 7.22 47.3
#> 6093                    Saulcy          JU 7.15 47.3
#> 6094                    Saulcy          JU 7.15 47.3
#> 6095                    Saulcy          JU 7.15 47.3
#> 6096                 Corgémont          BE 7.13 47.2
#> 6097                 Corgémont          BE 7.13 47.2
#> 6098                 Corgémont          BE 7.13 47.2
#> 6099                 Corgémont          BE 7.13 47.2
#> 6100            Péry-La Heutte          BE 7.22 47.2
#> 6101            Péry-La Heutte          BE 7.22 47.2
#> 6102            Péry-La Heutte          BE 7.22 47.2
#> 6103            Péry-La Heutte          BE 7.22 47.2
#> 6104            Péry-La Heutte          BE 7.22 47.2
#> 6105            Péry-La Heutte          BE 7.22 47.2
#> 6106            Péry-La Heutte          BE 7.22 47.2
#> 6107            Péry-La Heutte          BE 7.22 47.2
#> 6108            Péry-La Heutte          BE 7.24 47.2
#> 6109            Péry-La Heutte          BE 7.24 47.2
#> 6110            Péry-La Heutte          BE 7.24 47.2
#> 6111            Péry-La Heutte          BE 7.24 47.2
#> 6112            Péry-La Heutte          BE 7.24 47.2
#> 6113            Péry-La Heutte          BE 7.24 47.2
#> 6114                 Sorvilier          BE 7.31 47.2
#> 6115                 Sorvilier          BE 7.31 47.2
#> 6116                     Court          BE 7.36 47.2
#> 6117                     Court          BE 7.36 47.2
#> 6118                     Court          BE 7.36 47.2
#> 6119                     Court          BE 7.36 47.2
#> 6120                   Moutier          BE 7.37 47.3
#> 6121                   Moutier          BE 7.37 47.3
#> 6122                   Moutier          BE 7.37 47.3
#> 6123                   Moutier          BE 7.37 47.3
#> 6124                   Moutier          BE 7.37 47.3
#> 6125                   Moutier          BE 7.37 47.3
#> 6126                   Moutier          BE 7.37 47.3
#> 6127                   Moutier          BE 7.37 47.3
#> 6128                   Moutier          BE 7.37 47.3
#> 6129                   Moutier          BE 7.37 47.3
#> 6130                   Moutier          BE 7.37 47.3
#> 6131                   Moutier          BE 7.37 47.3
#> 6132                   Moutier          BE 7.37 47.3
#> 6133                   Moutier          BE 7.37 47.3
#> 6134                Perrefitte          BE 7.32 47.3
#> 6135                Perrefitte          BE 7.32 47.3
#> 6136                 Belprahon          BE 7.41 47.3
#> 6137                  Crémines          BE 7.45 47.3
#> 6138                  Crémines          BE 7.45 47.3
#> 6139               Courrendlin          JU 7.36 47.4
#> 6140               Courrendlin          JU 7.36 47.4
#> 6141               Courrendlin          JU 7.36 47.4
#> 6142               Courrendlin          JU 7.36 47.4
#> 6143               Courrendlin          JU 7.36 47.4
#> 6144               Courrendlin          JU 7.36 47.4
#> 6145               Courrendlin          JU 7.36 47.4
#> 6146               Courrendlin          JU 7.36 47.4
#> 6147               Courrendlin          JU 7.36 47.4
#> 6148               Courrendlin          JU 7.36 47.4
#> 6149               Courrendlin          JU 7.36 47.4
#> 6150               Courrendlin          JU 7.36 47.4
#> 6151               Courrendlin          JU 7.36 47.4
#> 6152               Courrendlin          JU 7.36 47.4
#> 6153               Courrendlin          JU 7.36 47.4
#> 6154               Courrendlin          JU 7.36 47.4
#> 6155               Courrendlin          JU 7.36 47.4
#> 6156               Courrendlin          JU 7.36 47.4
#> 6157               Courrendlin          JU 7.36 47.4
#> 6158               Courrendlin          JU 7.36 47.4
#> 6159               Courrendlin          JU 7.36 47.4
#> 6160               Courrendlin          JU 7.36 47.4
#> 6161               Courrendlin          JU 7.36 47.4
#> 6162               Courrendlin          JU 7.36 47.4
#> 6163               Courrendlin          JU 7.36 47.4
#> 6164               Courrendlin          JU 7.36 47.4
#> 6165               Courrendlin          JU 7.36 47.4
#> 6166               Courrendlin          JU 7.36 47.4
#> 6167               Courrendlin          JU 7.36 47.4
#> 6168               Courrendlin          JU 7.36 47.4
#> 6169               Courrendlin          JU 7.36 47.4
#> 6170               Courrendlin          JU 7.36 47.4
#> 6171               Courrendlin          JU 7.36 47.4
#> 6172               Courrendlin          JU 7.36 47.4
#> 6173               Courrendlin          JU 7.36 47.4
#> 6174               Courrendlin          JU 7.36 47.4
#> 6175                  Develier          JU 7.29 47.4
#> 6176                  Develier          JU 7.29 47.4
#> 6177                  Develier          JU 7.29 47.4
#> 6178                  Develier          JU 7.29 47.4
#> 6179                  Develier          JU 7.29 47.4
#> 6180                  Develier          JU 7.29 47.4
#> 6181                  Develier          JU 7.29 47.4
#> 6182                  Develier          JU 7.29 47.4
#> 6183                Bourrignon          JU 7.25 47.4
#> 6184                Bourrignon          JU 7.25 47.4
#> 6185                   Pleigne          JU 7.28 47.4
#> 6186                   Pleigne          JU 7.28 47.4
#> 6187                   Pleigne          JU 7.28 47.4
#> 6188                   Pleigne          JU 7.28 47.4
#> 6189                   Pleigne          JU 7.28 47.4
#> 6190                  Movelier          JU 7.33 47.4
#> 6191                  Movelier          JU 7.33 47.4
#> 6192                Ederswiler          JU 7.32 47.4
#> 6193               Kleinlützel          SO 7.38 47.4
#> 6194                  Courroux          JU 7.38 47.4
#> 6195                  Courroux          JU 7.38 47.4
#> 6196                  Courroux          JU 7.38 47.4
#> 6197                  Courroux          JU 7.38 47.4
#> 6198                  Courroux          JU 7.38 47.4
#> 6199                  Courroux          JU 7.38 47.4
#> 6200                  Courroux          JU 7.38 47.4
#> 6201                  Courroux          JU 7.38 47.4
#> 6202                  Courroux          JU 7.38 47.4
#> 6203                  Courroux          JU 7.38 47.4
#> 6204                  Courroux          JU 7.38 47.4
#> 6205                  Courroux          JU 7.38 47.4
#> 6206                  Courroux          JU 7.38 47.4
#> 6207               Courchapoix          JU 7.45 47.4
#> 6208               Courchapoix          JU 7.45 47.4
#> 6209               Courchapoix          JU 7.45 47.4
#> 6210               Courchapoix          JU 7.45 47.4
#> 6211               Courchapoix          JU 7.45 47.4
#> 6212               Courchapoix          JU 7.45 47.4
#> 6213               Courchapoix          JU 7.45 47.4
#> 6214               Courchapoix          JU 7.45 47.4
#> 6215               Courchapoix          JU 7.45 47.4
#> 6216               Courchapoix          JU 7.45 47.4
#> 6217               Courchapoix          JU 7.45 47.4
#> 6218               Courchapoix          JU 7.45 47.4
#> 6219               Courchapoix          JU 7.45 47.4
#> 6220                 Val Terbi          JU 7.47 47.4
#> 6221                 Val Terbi          JU 7.47 47.4
#> 6222                 Val Terbi          JU 7.51 47.4
#> 6223               Courrendlin          JU 7.38 47.3
#> 6224               Courrendlin          JU 7.38 47.3
#> 6225               Courrendlin          JU 7.38 47.3
#> 6226               Courrendlin          JU 7.38 47.3
#> 6227               Courrendlin          JU 7.38 47.3
#> 6228               Courrendlin          JU 7.38 47.3
#> 6229               Courrendlin          JU 7.38 47.3
#> 6230               Courrendlin          JU 7.38 47.3
#> 6231               Courrendlin          JU 7.38 47.3
#> 6232               Courrendlin          JU 7.38 47.3
#> 6233               Courrendlin          JU 7.38 47.3
#> 6234               Courrendlin          JU 7.38 47.3
#> 6235               Courrendlin          JU 7.38 47.3
#> 6236               Courrendlin          JU 7.38 47.3
#> 6237               Courrendlin          JU 7.42 47.3
#> 6238            Châtillon (JU)          JU 7.34 47.3
#> 6239            Châtillon (JU)          JU 7.34 47.3
#> 6240               Courtételle          JU 7.32 47.3
#> 6241               Courtételle          JU 7.32 47.3
#> 6242               Courtételle          JU 7.32 47.3
#> 6243               Courtételle          JU 7.32 47.3
#> 6244               Courtételle          JU 7.32 47.3
#> 6245               Courtételle          JU 7.32 47.3
#> 6246               Courtételle          JU 7.32 47.3
#> 6247               Courtételle          JU 7.32 47.3
#> 6248               Courtételle          JU 7.30 47.3
#> 6249               Courtételle          JU 7.30 47.3
#>      Demographic_cluster Political_cluster Tax_cluster
#> 1                      2                 2           4
#> 2                      2                 2           4
#> 3                      2                 2           4
#> 4                      2                 2           4
#> 5                      2                 2           4
#> 6                      2                 2           4
#> 7                      2                 2           4
#> 8                      2                 2           4
#> 9                      2                 2           4
#> 10                     2                 2           4
#> 11                     2                 2           4
#> 12                     2                 2           4
#> 13                     2                 2           4
#> 14                     2                 2           4
#> 15                     2                 2           4
#> 16                     2                 2           4
#> 17                     2                 2           4
#> 18                     2                 2           4
#> 19                     2                 2           4
#> 20                     2                 2           4
#> 21                     2                 2           4
#> 22                     2                 2           4
#> 23                     2                 2           4
#> 24                     2                 2           4
#> 25                     2                 2           4
#> 26                     2                 2           4
#> 27                     2                 2           4
#> 28                     2                 2           4
#> 29                     2                 2           4
#> 30                     2                 2           4
#> 31                     2                 2           4
#> 32                     2                 2           4
#> 33                     2                 2           4
#> 34                     2                 2           4
#> 35                     2                 2           4
#> 36                     2                 2           4
#> 37                     2                 2           4
#> 38                     2                 2           4
#> 39                     2                 2           4
#> 40                     2                 2           4
#> 41                     2                 2           4
#> 42                     2                 2           4
#> 43                     2                 2           4
#> 44                     2                 2           4
#> 45                     2                 2           4
#> 46                     2                 2           4
#> 47                     2                 2           4
#> 48                     2                 2           4
#> 49                     2                 2           4
#> 50                     2                 2           4
#> 51                     2                 2           4
#> 52                     2                 2           4
#> 53                     2                 2           4
#> 54                     2                 2           4
#> 55                     2                 2           4
#> 56                     2                 2           4
#> 57                     2                 2           4
#> 58                     2                 2           4
#> 59                     2                 2           4
#> 60                     2                 2           4
#> 61                     2                 2           4
#> 62                     2                 2           4
#> 63                     2                 2           4
#> 64                     2                 2           4
#> 65                     2                 2           4
#> 66                     2                 2           4
#> 67                     2                 2           4
#> 68                     2                 2           4
#> 69                     2                 2           4
#> 70                     2                 2           4
#> 71                     2                 2           4
#> 72                     2                 2           4
#> 73                     2                 2           4
#> 74                     2                 2           4
#> 75                     2                 2           4
#> 76                     2                 2           4
#> 77                     2                 2           4
#> 78                     2                 2           4
#> 79                     2                 2           4
#> 80                     2                 2           4
#> 81                     2                 2           4
#> 82                     2                 2           4
#> 83                     2                 2           4
#> 84                     2                 2           4
#> 85                     2                 2           4
#> 86                     2                 2           4
#> 87                     2                 2           4
#> 88                     2                 2           4
#> 89                     2                 2           4
#> 90                     2                 2           4
#> 91                     2                 2           4
#> 92                     2                 2           4
#> 93                     2                 2           4
#> 94                     2                 2           4
#> 95                     2                 2           4
#> 96                     2                 2           4
#> 97                     2                 2           4
#> 98                     2                 2           4
#> 99                     2                 2           4
#> 100                    2                 2           4
#> 101                    2                 2           4
#> 102                    2                 2           4
#> 103                    2                 2           4
#> 104                    2                 2           4
#> 105                    2                 2           4
#> 106                    2                 2           4
#> 107                    2                 2           4
#> 108                    2                 2           4
#> 109                    2                 2           4
#> 110                    2                 2           4
#> 111                    2                 2           4
#> 112                    2                 2           4
#> 113                    2                 2           4
#> 114                    2                 2           4
#> 115                    2                 2           4
#> 116                    2                 2           4
#> 117                    2                 2           4
#> 118                    2                 2           4
#> 119                    2                 2           4
#> 120                    2                 2           4
#> 121                    2                 2           4
#> 122                    2                 2           4
#> 123                    2                 2           4
#> 124                    2                 2           4
#> 125                    2                 2           4
#> 126                    2                 2           4
#> 127                    2                 2           4
#> 128                    2                 2           4
#> 129                    2                 2           4
#> 130                    2                 2           4
#> 131                    2                 2           4
#> 132                    2                 2           4
#> 133                    2                 2           4
#> 134                    2                 2           4
#> 135                    2                 2           4
#> 136                    2                 2           4
#> 137                    2                 2           4
#> 138                    2                 2           4
#> 139                    2                 2           4
#> 140                    2                 2           4
#> 141                    2                 2           4
#> 142                    2                 2           4
#> 143                    2                 2           4
#> 144                    2                 2           4
#> 145                    2                 2           4
#> 146                    2                 2           4
#> 147                    2                 2           4
#> 148                    2                 2           4
#> 149                    2                 2           4
#> 150                    2                 2           4
#> 151                    2                 2           4
#> 152                    2                 2           4
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#> 155                    2                 2           4
#> 156                    2                 2           4
#> 157                    2                 2           4
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#> 160                    2                 2           4
#> 161                    2                 2           4
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#> 164                    2                 2           4
#> 165                    2                 2           4
#> 166                    2                 2           4
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#> 168                    2                 2           4
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#> 170                    2                 2           4
#> 171                    2                 2           4
#> 172                    2                 2           4
#> 173                    2                 2           4
#> 174                    2                 2           4
#> 175                    2                 2           4
#> 176                    2                 2           4
#> 177                    2                 2           4
#> 178                    2                 2           4
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#> 180                    2                 2           4
#> 181                    2                 2           4
#> 182                    2                 2           4
#> 183                    2                 2           4
#> 184                    2                 2           4
#> 185                    2                 2           4
#> 186                    2                 2           4
#> 187                    2                 2           4
#> 188                    2                 2           4
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#> 190                    2                 2           4
#> 191                    2                 2           4
#> 192                    2                 2           4
#> 193                    2                 2           4
#> 194                    2                 2           4
#> 195                    2                 2           4
#> 196                    2                 2           4
#> 197                    2                 2           4
#> 198                    2                 2           4
#> 199                    2                 2           4
#> 200                    2                 2           4
#> 201                    2                 2           4
#> 202                    2                 2           4
#> 203                    2                 2           4
#> 204                    2                 2           4
#> 205                    2                 2           4
#> 206                    2                 2           4
#> 207                    2                 2           4
#> 208                    2                 2           4
#> 209                    2                 2           4
#> 210                    2                 2           4
#> 211                    2                 2           4
#> 212                    2                 2           4
#> 213                    2                 2           4
#> 214                    2                 2           4
#> 215                    2                 2           4
#> 216                    2                 2           4
#> 217                    2                 2           4
#> 218                    2                 2           4
#> 219                    2                 2           4
#> 220                    2                 2           4
#> 221                    2                 2           4
#> 222                    2                 2           4
#> 223                    2                 2           4
#> 224                    2                 2           4
#> 225                    2                 2           4
#> 226                    2                 2           4
#> 227                    1                 2           4
#> 228                    1                 2           4
#> 229                    1                 2           4
#> 230                    1                 2           4
#> 231                    1                 2           4
#> 232                    1                 2           4
#> 233                    1                 2           4
#> 234                    1                 2           4
#> 235                    1                 2           4
#> 236                    1                 2           4
#> 237                    1                 2           4
#> 238                    1                 2           4
#> 239                    1                 2           4
#> 240                    1                 2           4
#> 241                    1                 2           4
#> 242                    1                 2           4
#> 243                    1                 2           4
#> 244                    1                 2           4
#> 245                    3                 2           4
#> 246                    3                 2           4
#> 247                    3                 2           4
#> 248                    3                 2           4
#> 249                    3                 2           4
#> 250                    3                 2           4
#> 251                    3                 2           4
#> 252                    2                 2           4
#> 253                    2                 2           4
#> 254                    2                 2           4
#> 255                    2                 2           4
#> 256                    2                 2           4
#> 257                    2                 2           4
#> 258                    2                 2           4
#> 259                    1                 2           4
#> 260                    1                 2           4
#> 261                    1                 2           4
#> 262                    2                 2           4
#> 263                    2                 2           4
#> 264                    2                 2           4
#> 265                    2                 2           4
#> 266                    2                 2           4
#> 267                    2                 2           4
#> 268                    2                 2           4
#> 269                    2                 2           4
#> 270                    2                 2           4
#> 271                    2                 2           4
#> 272                    2                 2           4
#> 273                    2                 2           4
#> 274                    2                 2           4
#> 275                    2                 2           4
#> 276                    2                 2           4
#> 277                    1                 2           4
#> 278                    1                 2           4
#> 279                    1                 2           4
#> 280                    1                 2           4
#> 281                    1                 2           4
#> 282                    1                 2           4
#> 283                    1                 2           4
#> 284                    1                 2           4
#> 285                    2                 2           4
#> 286                    2                 2           4
#> 287                    2                 2           4
#> 288                    2                 2           4
#> 289                    2                 2           4
#> 290                    2                 2           4
#> 291                    2                 2           4
#> 292                    2                 2           4
#> 293                    3                 2           4
#> 294                    3                 2           4
#> 295                    3                 2           4
#> 296                    3                 2           4
#> 297                    3                 2           4
#> 298                    3                 2           4
#> 299                    3                 2           4
#> 300                    3                 2           4
#> 301                    3                 2           4
#> 302                    3                 2           4
#> 303                    1                 2           4
#> 304                    1                 2           4
#> 305                    1                 2           4
#> 306                    1                 2           4
#> 307                    1                 2           4
#> 308                    1                 2           4
#> 309                    1                 2           4
#> 310                    1                 2           4
#> 311                    1                 2           4
#> 312                    1                 2           4
#> 313                    1                 2           4
#> 314                    1                 2           4
#> 315                    1                 2           4
#> 316                    1                 2           4
#> 317                    1                 2           4
#> 318                    1                 2           4
#> 319                    1                 2           4
#> 320                    1                 2           4
#> 321                    1                 2           4
#> 322                    1                 2           4
#> 323                    1                 2           4
#> 324                    1                 2           4
#> 325                    1                 2           4
#> 326                    1                 2           4
#> 327                    1                 2           4
#> 328                    1                 2           4
#> 329                    1                 2           4
#> 330                    1                 2           4
#> 331                    1                 2           4
#> 332                    1                 2           4
#> 333                    1                 2           4
#> 334                    1                 2           4
#> 335                    1                 2           4
#> 336                    1                 2           4
#> 337                    1                 2           4
#> 338                    1                 2           4
#> 339                    1                 2           4
#> 340                    1                 2           4
#> 341                    1                 2           4
#> 342                    1                 2           4
#> 343                    1                 2           4
#> 344                    1                 2           4
#> 345                    1                 2           4
#> 346                    1                 2           4
#> 347                    1                 2           4
#> 348                    1                 2           4
#> 349                    1                 2           4
#> 350                    1                 2           4
#> 351                    1                 2           4
#> 352                    1                 2           4
#> 353                    1                 2           4
#> 354                    1                 2           4
#> 355                    1                 2           4
#> 356                    1                 2           4
#> 357                    1                 2           4
#> 358                    1                 2           4
#> 359                    1                 2           4
#> 360                    1                 2           4
#> 361                    1                 2           4
#> 362                    1                 2           4
#> 363                    1                 2           4
#> 364                    1                 2           4
#> 365                    1                 2           4
#> 366                    1                 2           4
#> 367                    1                 2           4
#> 368                    1                 2           4
#> 369                    1                 2           4
#> 370                    1                 2           4
#> 371                    1                 2           4
#> 372                    1                 2           4
#> 373                    1                 2           4
#> 374                    1                 2           4
#> 375                    1                 2           4
#> 376                    1                 2           4
#> 377                    1                 2           4
#> 378                    1                 2           4
#> 379                    1                 2           4
#> 380                    1                 2           4
#> 381                    1                 2           4
#> 382                    2                 2           4
#> 383                    2                 2           4
#> 384                    2                 2           4
#> 385                    2                 2           4
#> 386                    2                 2           4
#> 387                    2                 2           4
#> 388                    2                 2           4
#> 389                    2                 2           4
#> 390                    2                 2           4
#> 391                    2                 2           4
#> 392                    2                 2           4
#> 393                    2                 2           4
#> 394                    2                 2           4
#> 395                    2                 2           4
#> 396                    2                 2           4
#> 397                    2                 2           4
#> 398                    2                 2           4
#> 399                    2                 2           4
#> 400                    2                 2           4
#> 401                    2                 2           4
#> 402                    2                 2           4
#> 403                    2                 2           4
#> 404                    2                 2           4
#> 405                    2                 2           4
#> 406                    2                 2           4
#> 407                    2                 2           4
#> 408                    2                 2           4
#> 409                    2                 2           4
#> 410                    2                 2           4
#> 411                    2                 2           4
#> 412                    2                 2           4
#> 413                    2                 2           4
#> 414                    2                 2           4
#> 415                    2                 2           4
#> 416                    2                 2           4
#> 417                    2                 2           4
#> 418                    2                 2           4
#> 419                    2                 2           4
#> 420                    2                 2           4
#> 421                    2                 2           4
#> 422                    2                 2           4
#> 423                    2                 2           4
#> 424                    2                 2           4
#> 425                    1                 2           4
#> 426                    1                 2           4
#> 427                    1                 2           4
#> 428                    1                 2           4
#> 429                    1                 2           4
#> 430                    1                 2           4
#> 431                    4                 2           4
#> 432                    4                 2           4
#> 433                    1                 2           4
#> 434                    1                 2           4
#> 435                    1                 2           4
#> 436                    1                 2           4
#> 437                    1                 2           4
#> 438                    4                 2           4
#> 439                    1                 2           4
#> 440                    1                 2           4
#> 441                    4                 2           4
#> 442                    2                 2           4
#> 443                    2                 2           4
#> 444                    2                 2           4
#> 445                    2                 2           4
#> 446                    2                 2           4
#> 447                    2                 2           4
#> 448                    2                 2           4
#> 449                    2                 2           4
#> 450                    2                 2           4
#> 451                    2                 2           4
#> 452                    2                 2           4
#> 453                    2                 2           4
#> 454                    2                 2           4
#> 455                    2                 2           4
#> 456                    2                 2           4
#> 457                    2                 2           4
#> 458                    2                 2           4
#> 459                    1                 2           4
#> 460                    1                 2           4
#> 461                    1                 2           4
#> 462                    1                 2           4
#> 463                    1                 2           4
#> 464                    1                 2           4
#> 465                    1                 2           4
#> 466                    1                 2           4
#> 467                    1                 2           4
#> 468                    1                 2           4
#> 469                    1                 2           4
#> 470                    1                 2           4
#> 471                    1                 2           4
#> 472                    1                 2           4
#> 473                    1                 2           4
#> 474                    1                 2           4
#> 475                    2                 2           4
#> 476                    2                 2           4
#> 477                    2                 2           4
#> 478                    2                 2           4
#> 479                    2                 2           4
#> 480                    2                 2           4
#> 481                    2                 2           4
#> 482                    2                 2           4
#> 483                    2                 2           4
#> 484                    2                 2           4
#> 485                    2                 2           4
#> 486                    2                 2           4
#> 487                    2                 2           4
#> 488                    2                 2           4
#> 489                    2                 2           4
#> 490                    2                 2           4
#> 491                    3                 2           4
#> 492                    3                 2           4
#> 493                    3                 2           4
#> 494                    3                 2           4
#> 495                    3                 2           4
#> 496                    3                 2           4
#> 497                    3                 2           4
#> 498                    3                 2           4
#> 499                    3                 2           4
#> 500                    3                 2           4
#> 501                    3                 2           4
#> 502                    3                 2           4
#> 503                    3                 2           4
#> 504                    3                 2           4
#> 505                    3                 2           4
#> 506                    4                 2           4
#> 507                    4                 2           4
#> 508                    4                 2           4
#> 509                    4                 2           4
#> 510                    4                 2           4
#> 511                    4                 2           4
#> 512                    4                 2           4
#> 513                    4                 2           4
#> 514                    4                 2           4
#> 515                    4                 2           4
#> 516                    4                 2           4
#> 517                    4                 2           4
#> 518                    1                 2           4
#> 519                    1                 2           4
#> 520                    1                 2           4
#> 521                    1                 2           4
#> 522                    1                 2           4
#> 523                    1                 2           4
#> 524                    1                 2           4
#> 525                    1                 2           4
#> 526                    1                 2           4
#> 527                    1                 2           4
#> 528                    1                 2           4
#> 529                    1                 2           4
#> 530                    1                 2           4
#> 531                    1                 2           4
#> 532                    3                 2           4
#> 533                    3                 2           4
#> 534                    3                 2           4
#> 535                    1                 2           4
#> 536                    1                 2           4
#> 537                    1                 2           4
#> 538                    1                 2           4
#> 539                    1                 2           4
#> 540                    4                 2           4
#> 541                    4                 2           4
#> 542                    1                 2           4
#> 543                    1                 2           4
#> 544                    1                 3           1
#> 545                    1                 2           4
#> 546                    1                 2           4
#> 547                    1                 2           4
#> 548                    2                 2           4
#> 549                    2                 2           4
#> 550                    2                 2           4
#> 551                    2                 2           4
#> 552                    2                 2           4
#> 553                    2                 2           4
#> 554                    2                 2           4
#> 555                    2                 2           4
#> 556                    2                 2           4
#> 557                    3                 2           4
#> 558                    3                 2           4
#> 559                    3                 2           4
#> 560                    2                 2           4
#> 561                    2                 2           4
#> 562                    2                 2           4
#> 563                    2                 2           4
#> 564                    2                 2           4
#> 565                    2                 2           4
#> 566                    2                 2           4
#> 567                    2                 2           4
#> 568                    2                 2           4
#> 569                    2                 2           4
#> 570                    2                 2           4
#> 571                    2                 2           4
#> 572                    2                 2           4
#> 573                    2                 2           4
#> 574                    2                 2           4
#> 575                    2                 2           4
#> 576                    2                 2           4
#> 577                    2                 2           4
#> 578                    2                 2           4
#> 579                    2                 2           4
#> 580                    2                 2           4
#> 581                    2                 2           4
#> 582                    2                 2           4
#> 583                    2                 2           4
#> 584                    2                 2           4
#> 585                    2                 2           4
#> 586                    2                 2           4
#> 587                    2                 2           4
#> 588                    2                 2           4
#> 589                    2                 2           4
#> 590                    2                 2           4
#> 591                    2                 2           4
#> 592                    2                 2           4
#> 593                    2                 2           4
#> 594                    2                 2           4
#> 595                    2                 2           4
#> 596                    2                 2           4
#> 597                    2                 2           4
#> 598                    2                 2           4
#> 599                    2                 2           4
#> 600                    2                 2           4
#> 601                    2                 2           4
#> 602                    2                 2           4
#> 603                    2                 2           4
#> 604                    2                 2           4
#> 605                    2                 2           4
#> 606                    2                 2           4
#> 607                    3                 2           4
#> 608                    1                 2           4
#> 609                    1                 2           4
#> 610                    1                 2           4
#> 611                    2                 2           4
#> 612                    2                 2           4
#> 613                    2                 2           4
#> 614                    2                 2           4
#> 615                    2                 2           4
#> 616                    2                 2           4
#> 617                    2                 2           4
#> 618                    2                 2           4
#> 619                    2                 2           4
#> 620                    2                 2           4
#> 621                    2                 2           4
#> 622                    2                 2           4
#> 623                    2                 2           4
#> 624                    2                 2           4
#> 625                    2                 2           4
#> 626                    2                 2           4
#> 627                    2                 2           4
#> 628                    2                 2           4
#> 629                    2                 2           4
#> 630                    2                 2           4
#> 631                    2                 2           4
#> 632                    2                 2           4
#> 633                    2                 2           4
#> 634                    2                 2           4
#> 635                    2                 2           4
#> 636                    2                 2           4
#> 637                    2                 2           4
#> 638                    2                 2           4
#> 639                    2                 2           4
#> 640                    2                 2           4
#> 641                    2                 2           4
#> 642                    2                 2           4
#> 643                    2                 2           4
#> 644                    2                 2           4
#> 645                    2                 2           4
#> 646                    4                 2           4
#> 647                    4                 2           4
#> 648                    4                 2           4
#> 649                    4                 2           4
#> 650                    4                 2           4
#> 651                    4                 2           4
#> 652                    4                 2           4
#> 653                    4                 2           4
#> 654                    4                 2           4
#> 655                    1                 3           4
#> 656                    1                 2           4
#> 657                    1                 2           4
#> 658                    1                 2           4
#> 659                    1                 2           4
#> 660                    1                 2           4
#> 661                    1                 2           4
#> 662                    1                 2           4
#> 663                    1                 2           4
#> 664                    1                 2           4
#> 665                    1                 2           4
#> 666                    1                 2           4
#> 667                    1                 2           4
#> 668                    1                 2           4
#> 669                    1                 2           4
#> 670                    1                 2           4
#> 671                    1                 2           4
#> 672                    1                 2           4
#> 673                    2                 2           4
#> 674                    2                 2           4
#> 675                    2                 2           4
#> 676                    2                 2           4
#> 677                    2                 2           4
#> 678                    2                 2           4
#> 679                    2                 2           4
#> 680                    1                 2           4
#> 681                    1                 2           4
#> 682                    1                 2           4
#> 683                    1                 2           4
#> 684                    1                 2           4
#> 685                    1                 2           4
#> 686                    1                 2           4
#> 687                    1                 2           4
#> 688                    1                 2           4
#> 689                    1                 2           4
#> 690                    1                 2           4
#> 691                    1                 2           4
#> 692                    3                 2           4
#> 693                    3                 2           4
#> 694                    3                 2           4
#> 695                    4                 2           4
#> 696                    4                 2           4
#> 697                    4                 2           4
#> 698                    4                 2           4
#> 699                    4                 2           4
#> 700                    4                 2           4
#> 701                    4                 2           4
#> 702                    4                 2           4
#> 703                    1                 3           4
#> 704                    1                 3           4
#> 705                    1                 3           4
#> 706                    1                 2           4
#> 707                    1                 2           4
#> 708                    1                 2           4
#> 709                    1                 2           4
#> 710                    1                 2           4
#> 711                    1                 2           4
#> 712                    1                 2           4
#> 713                    1                 2           4
#> 714                    1                 2           4
#> 715                    1                 2           4
#> 716                    1                 2           4
#> 717                    2                 2           4
#> 718                    2                 2           4
#> 719                    2                 2           4
#> 720                    2                 2           4
#> 721                    2                 2           4
#> 722                    2                 2           4
#> 723                    2                 2           4
#> 724                    2                 2           4
#> 725                    2                 2           4
#> 726                    2                 2           4
#> 727                    2                 2           4
#> 728                    2                 2           4
#> 729                    4                 2           4
#> 730                    4                 2           4
#> 731                    4                 2           4
#> 732                    4                 2           4
#> 733                    4                 2           4
#> 734                    4                 2           4
#> 735                    4                 2           4
#> 736                    4                 2           4
#> 737                    1                 2           4
#> 738                    4                 2           4
#> 739                    4                 2           4
#> 740                    1                 2           4
#> 741                    1                 2           4
#> 742                    1                 2           4
#> 743                    1                 2           4
#> 744                    1                 2           4
#> 745                    1                 2           4
#> 746                    1                 2           4
#> 747                    1                 2           4
#> 748                    1                 2           4
#> 749                    1                 2           4
#> 750                    1                 2           4
#> 751                    1                 2           4
#> 752                    1                 2           4
#> 753                    4                 2           4
#> 754                    4                 2           4
#> 755                    4                 2           4
#> 756                    1                 2           4
#> 757                    1                 2           4
#> 758                    1                 2           4
#> 759                    1                 2           4
#> 760                    1                 2           4
#> 761                    1                 2           4
#> 762                    1                 2           4
#> 763                    1                 2           4
#> 764                    1                 2           4
#> 765                    1                 2           4
#> 766                    1                 2           4
#> 767                    1                 2           4
#> 768                    1                 2           4
#> 769                    1                 2           4
#> 770                    1                 2           4
#> 771                    1                 2           4
#> 772                    1                 2           4
#> 773                    1                 2           4
#> 774                    1                 2           4
#> 775                    1                 2           4
#> 776                    1                 2           4
#> 777                    1                 2           4
#> 778                    1                 2           4
#> 779                    1                 2           4
#> 780                    1                 2           4
#> 781                    4                 3           4
#> 782                    4                 3           4
#> 783                    4                 3           4
#> 784                    1                 2           4
#> 785                    1                 2           4
#> 786                    1                 2           4
#> 787                    1                 2           4
#> 788                    1                 2           4
#> 789                    1                 2           4
#> 790                    1                 2           4
#> 791                    1                 2           4
#> 792                    1                 2           4
#> 793                    1                 2           4
#> 794                    1                 2           4
#> 795                    1                 2           4
#> 796                    1                 2           4
#> 797                    1                 2           4
#> 798                    1                 2           4
#> 799                    1                 2           4
#> 800                    1                 2           4
#> 801                    4                 2           4
#> 802                    4                 2           4
#> 803                    4                 2           4
#> 804                    4                 2           4
#> 805                    4                 2           4
#> 806                    4                 2           4
#> 807                    4                 2           4
#> 808                    4                 2           4
#> 809                    4                 2           4
#> 810                    4                 2           4
#> 811                    4                 2           4
#> 812                    4                 2           4
#> 813                    1                 2           4
#> 814                    1                 2           4
#> 815                    1                 2           4
#> 816                    1                 2           4
#> 817                    1                 2           4
#> 818                    1                 2           4
#> 819                    1                 2           4
#> 820                    1                 2           4
#> 821                    1                 2           4
#> 822                    2                 2           4
#> 823                    2                 2           4
#> 824                    2                 2           4
#> 825                    2                 2           4
#> 826                    2                 2           4
#> 827                    2                 2           4
#> 828                    2                 2           4
#> 829                    2                 2           4
#> 830                    2                 2           4
#> 831                    2                 2           4
#> 832                    2                 2           4
#> 833                    2                 2           4
#> 834                    2                 2           4
#> 835                    2                 2           4
#> 836                    2                 2           4
#> 837                    2                 2           4
#> 838                    2                 2           4
#> 839                    2                 2           4
#> 840                    2                 2           4
#> 841                    2                 2           4
#> 842                    2                 2           4
#> 843                    2                 2           4
#> 844                    2                 2           4
#> 845                    2                 2           4
#> 846                    2                 2           4
#> 847                    2                 2           4
#> 848                    2                 2           4
#> 849                    2                 2           4
#> 850                    2                 2           4
#> 851                    2                 2           4
#> 852                    2                 2           4
#> 853                    2                 2           4
#> 854                    2                 2           4
#> 855                    2                 2           4
#> 856                    2                 2           4
#> 857                    2                 2           4
#> 858                    2                 2           4
#> 859                    2                 2           4
#> 860                    1                 2           4
#> 861                    1                 2           4
#> 862                    1                 2           4
#> 863                    1                 2           4
#> 864                    2                 2           4
#> 865                    2                 2           4
#> 866                    2                 2           4
#> 867                    2                 2           4
#> 868                    2                 2           4
#> 869                    2                 2           4
#> 870                    2                 2           4
#> 871                    2                 2           4
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#> 874                    2                 2           4
#> 875                    2                 2           4
#> 876                    2                 2           4
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#> 883                    2                 2           4
#> 884                    2                 2           4
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#> 888                    2                 2           4
#> 889                    2                 2           4
#> 890                    2                 2           4
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#> 892                    2                 2           4
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#> 894                    2                 2           4
#> 895                    2                 2           4
#> 896                    2                 2           4
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#> 900                    2                 2           4
#> 901                    2                 2           4
#> 902                    2                 2           4
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#> 904                    2                 2           4
#> 905                    2                 2           4
#> 906                    2                 2           4
#> 907                    2                 2           4
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#> 911                    2                 2           4
#> 912                    2                 2           4
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#> 914                    2                 2           4
#> 915                    2                 2           4
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#> 919                    2                 2           4
#> 920                    2                 2           4
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#> 922                    2                 2           4
#> 923                    2                 2           4
#> 924                    2                 2           4
#> 925                    2                 2           4
#> 926                    2                 2           4
#> 927                    2                 2           4
#> 928                    2                 2           4
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#> 931                    2                 2           4
#> 932                    2                 2           4
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#> 934                    2                 2           4
#> 935                    2                 2           4
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#> 937                    2                 2           4
#> 938                    2                 2           4
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#> 940                    2                 2           4
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#> 944                    2                 2           4
#> 945                    2                 2           4
#> 946                    2                 2           4
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#> 950                    2                 2           4
#> 951                    2                 2           4
#> 952                    2                 2           4
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#> 954                    2                 2           4
#> 955                    2                 2           4
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#> 960                    2                 2           4
#> 961                    2                 2           4
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#> 963                    2                 2           4
#> 964                    2                 2           4
#> 965                    2                 2           4
#> 966                    2                 2           4
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#> 968                    2                 2           4
#> 969                    2                 2           4
#> 970                    2                 2           4
#> 971                    2                 2           4
#> 972                    2                 2           4
#> 973                    2                 2           4
#> 974                    2                 2           4
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#> 976                    2                 2           4
#> 977                    2                 2           4
#> 978                    2                 2           4
#> 979                    2                 2           4
#> 980                    2                 2           4
#> 981                    2                 2           4
#> 982                    2                 2           4
#> 983                    2                 2           4
#> 984                    2                 2           4
#> 985                    2                 2           4
#> 986                    2                 2           4
#> 987                    2                 2           4
#> 988                    2                 2           4
#> 989                    2                 2           4
#> 990                    2                 2           4
#> 991                    2                 2           4
#> 992                    2                 2           4
#> 993                    2                 2           4
#> 994                    2                 2           4
#> 995                    2                 2           4
#> 996                    2                 2           4
#> 997                    2                 2           4
#> 998                    2                 2           4
#> 999                    2                 2           4
#> 1000                   2                 2           4
#> 1001                   2                 2           4
#> 1002                   2                 2           4
#> 1003                   2                 2           4
#> 1004                   2                 2           4
#> 1005                   2                 2           4
#> 1006                   1                 2           4
#> 1007                   1                 2           4
#> 1008                   1                 2           4
#> 1009                   1                 2           4
#> 1010                   1                 2           4
#> 1011                   1                 2           4
#> 1012                   1                 2           4
#> 1013                   1                 2           4
#> 1014                   1                 2           4
#> 1015                   1                 2           4
#> 1016                   1                 2           4
#> 1017                   1                 2           4
#> 1018                   4                 2           4
#> 1019                   4                 2           4
#> 1020                   4                 2           4
#> 1021                   4                 2           4
#> 1022                   4                 2           4
#> 1023                   4                 2           4
#> 1024                   4                 2           4
#> 1025                   4                 2           4
#> 1026                   4                 2           4
#> 1027                   4                 2           4
#> 1028                   4                 2           4
#> 1029                   4                 2           4
#> 1030                   4                 2           4
#> 1031                   4                 2           4
#> 1032                   4                 2           4
#> 1033                   4                 2           4
#> 1034                   4                 2           4
#> 1035                   4                 2           4
#> 1036                   4                 2           4
#> 1037                   4                 2           4
#> 1038                   4                 2           4
#> 1039                   1                 2           4
#> 1040                   1                 2           4
#> 1041                   1                 2           4
#> 1042                   1                 2           4
#> 1043                   1                 2           4
#> 1044                   1                 2           4
#> 1045                   1                 2           4
#> 1046                   1                 2           4
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#> 1050                   1                 2           4
#> 1051                   1                 2           4
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#> 1054                   1                 2           4
#> 1055                   1                 2           4
#> 1056                   1                 2           4
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#> 1060                   1                 2           4
#> 1061                   1                 2           4
#> 1062                   1                 2           4
#> 1063                   1                 2           4
#> 1064                   1                 2           4
#> 1065                   1                 2           4
#> 1066                   1                 2           4
#> 1067                   1                 2           4
#> 1068                   1                 2           4
#> 1069                   1                 2           4
#> 1070                   1                 2           4
#> 1071                   1                 2           4
#> 1072                   1                 2           4
#> 1073                   1                 2           4
#> 1074                   1                 2           4
#> 1075                   1                 2           4
#> 1076                   1                 2           4
#> 1077                   1                 2           4
#> 1078                   1                 2           4
#> 1079                   1                 2           4
#> 1080                   1                 2           4
#> 1081                   1                 2           4
#> 1082                   4                 2           4
#> 1083                   4                 2           4
#> 1084                   4                 2           4
#> 1085                   1                 2           4
#> 1086                   1                 2           4
#> 1087                   1                 2           4
#> 1088                   1                 2           4
#> 1089                   1                 2           4
#> 1090                   1                 2           4
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#> 1092                   1                 2           4
#> 1093                   1                 2           4
#> 1094                   1                 2           4
#> 1095                   1                 2           4
#> 1096                   1                 2           4
#> 1097                   1                 2           4
#> 1098                   2                 2           4
#> 1099                   2                 2           4
#> 1100                   2                 2           4
#> 1101                   4                 2           4
#> 1102                   4                 2           4
#> 1103                   4                 2           4
#> 1104                   4                 2           4
#> 1105                   4                 2           4
#> 1106                   4                 2           4
#> 1107                   4                 2           4
#> 1108                   4                 2           4
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#> 1110                   2                 2           4
#> 1111                   2                 2           4
#> 1112                   2                 2           4
#> 1113                   2                 2           4
#> 1114                   2                 2           4
#> 1115                   2                 2           4
#> 1116                   2                 2           4
#> 1117                   2                 2           4
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#> 1119                   2                 2           4
#> 1120                   2                 2           4
#> 1121                   2                 2           4
#> 1122                   2                 2           4
#> 1123                   2                 2           4
#> 1124                   2                 2           4
#> 1125                   2                 2           4
#> 1126                   2                 2           4
#> 1127                   2                 2           4
#> 1128                   2                 2           4
#> 1129                   2                 2           4
#> 1130                   2                 2           4
#> 1131                   2                 2           4
#> 1132                   2                 2           4
#> 1133                   2                 2           4
#> 1134                   2                 2           4
#> 1135                   2                 2           4
#> 1136                   2                 2           4
#> 1137                   2                 2           4
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#> 1140                   2                 2           4
#> 1141                   2                 2           4
#> 1142                   4                 2           4
#> 1143                   4                 2           4
#> 1144                   4                 2           4
#> 1145                   4                 2           4
#> 1146                   4                 2           4
#> 1147                   4                 2           4
#> 1148                   1                 2           4
#> 1149                   1                 2           4
#> 1150                   1                 2           4
#> 1151                   1                 2           4
#> 1152                   1                 2           4
#> 1153                   1                 2           4
#> 1154                   1                 2           4
#> 1155                   1                 2           4
#> 1156                   1                 2           4
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#> 1160                   1                 2           4
#> 1161                   1                 2           4
#> 1162                   1                 2           4
#> 1163                   1                 2           4
#> 1164                   1                 2           4
#> 1165                   1                 2           4
#> 1166                   1                 2           4
#> 1167                   1                 2           4
#> 1168                   1                 2           4
#> 1169                   1                 2           4
#> 1170                   1                 2           4
#> 1171                   1                 2           4
#> 1172                   1                 2           4
#> 1173                   2                 2           4
#> 1174                   2                 2           4
#> 1175                   1                 2           4
#> 1176                   3                 2           4
#> 1177                   3                 2           4
#> 1178                   3                 2           4
#> 1179                   3                 2           4
#> 1180                   3                 2           4
#> 1181                   3                 2           4
#> 1182                   3                 2           4
#> 1183                   3                 2           4
#> 1184                   3                 2           4
#> 1185                   3                 2           4
#> 1186                   3                 2           4
#> 1187                   3                 2           4
#> 1188                   3                 2           4
#> 1189                   3                 2           4
#> 1190                   3                 2           4
#> 1191                   3                 2           4
#> 1192                   3                 2           4
#> 1193                   1                 2           4
#> 1194                   1                 2           4
#> 1195                   1                 2           4
#> 1196                   1                 2           4
#> 1197                   1                 2           4
#> 1198                   1                 2           4
#> 1199                   1                 2           4
#> 1200                   1                 2           4
#> 1201                   1                 2           4
#> 1202                   1                 2           4
#> 1203                   1                 2           4
#> 1204                   1                 2           4
#> 1205                   1                 2           4
#> 1206                   1                 2           4
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#> 1210                   1                 2           4
#> 1211                   1                 2           4
#> 1212                   1                 2           4
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#> 1214                   1                 2           4
#> 1215                   1                 2           4
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#> 1219                   1                 2           4
#> 1220                   1                 2           4
#> 1221                   1                 2           4
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#> 1225                   1                 2           4
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#> 1227                   1                 2           4
#> 1228                   1                 2           4
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#> 1230                   1                 2           4
#> 1231                   1                 2           4
#> 1232                   1                 2           4
#> 1233                   1                 2           4
#> 1234                   1                 2           4
#> 1235                   1                 2           4
#> 1236                   1                 2           4
#> 1237                   1                 2           4
#> 1238                   1                 2           4
#> 1239                   1                 2           4
#> 1240                   1                 2           4
#> 1241                   1                 2           4
#> 1242                   1                 2           4
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#> 1244                   1                 2           4
#> 1245                   1                 2           4
#> 1246                   1                 2           4
#> 1247                   1                 2           4
#> 1248                   1                 2           4
#> 1249                   1                 2           4
#> 1250                   1                 2           4
#> 1251                   1                 2           4
#> 1252                   1                 2           4
#> 1253                   1                 2           4
#> 1254                   1                 2           4
#> 1255                   1                 2           4
#> 1256                   1                 2           4
#> 1257                   4                 2           4
#> 1258                   4                 2           4
#> 1259                   1                 2           4
#> 1260                   2                 2           4
#> 1261                   2                 2           4
#> 1262                   2                 2           4
#> 1263                   1                 2           4
#> 1264                   1                 2           4
#> 1265                   1                 2           4
#> 1266                   1                 2           4
#> 1267                   1                 2           4
#> 1268                   1                 2           4
#> 1269                   1                 2           4
#> 1270                   1                 2           4
#> 1271                   1                 2           4
#> 1272                   1                 2           4
#> 1273                   1                 2           4
#> 1274                   1                 2           4
#> 1275                   1                 2           4
#> 1276                   1                 2           4
#> 1277                   1                 2           4
#> 1278                   2                 2           4
#> 1279                   2                 2           4
#> 1280                   2                 2           4
#> 1281                   2                 2           4
#> 1282                   1                 2           4
#> 1283                   1                 2           4
#> 1284                   1                 2           4
#> 1285                   1                 2           4
#> 1286                   1                 2           4
#> 1287                   1                 2           4
#> 1288                   1                 2           4
#> 1289                   1                 2           4
#> 1290                   1                 2           4
#> 1291                   1                 2           4
#> 1292                   1                 2           4
#> 1293                   1                 2           4
#> 1294                   1                 2           4
#> 1295                   1                 2           4
#> 1296                   1                 2           4
#> 1297                   1                 2           4
#> 1298                   1                 2           4
#> 1299                   1                 2           4
#> 1300                   1                 2           4
#> 1301                   1                 2           4
#> 1302                   1                 2           4
#> 1303                   1                 2           4
#> 1304                   1                 2           4
#> 1305                   1                 2           4
#> 1306                   1                 2           4
#> 1307                   1                 2           4
#> 1308                   1                 2           4
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#> 1310                   1                 2           4
#> 1311                   1                 2           4
#> 1312                   1                 2           4
#> 1313                   1                 2           4
#> 1314                   1                 2           4
#> 1315                   1                 2           4
#> 1316                   1                 2           4
#> 1317                   1                 2           4
#> 1318                   1                 2           4
#> 1319                   1                 2           4
#> 1320                   1                 2           4
#> 1321                   4                 2           4
#> 1322                   4                 2           4
#> 1323                   4                 2           4
#> 1324                   4                 2           4
#> 1325                   4                 2           4
#> 1326                   4                 2           4
#> 1327                   4                 2           4
#> 1328                   4                 2           4
#> 1329                   4                 2           4
#> 1330                   1                 2           4
#> 1331                   1                 2           4
#> 1332                   1                 2           4
#> 1333                   1                 2           4
#> 1334                   1                 2           4
#> 1335                   1                 2           4
#> 1336                   1                 2           4
#> 1337                   1                 2           4
#> 1338                   1                 2           4
#> 1339                   1                 2           4
#> 1340                   1                 2           4
#> 1341                   1                 2           4
#> 1342                   1                 2           4
#> 1343                   1                 2           4
#> 1344                   1                 2           4
#> 1345                   1                 2           4
#> 1346                   1                 2           4
#> 1347                   1                 2           4
#> 1348                   1                 2           4
#> 1349                   1                 2           4
#> 1350                   1                 2           4
#> 1351                   1                 2           4
#> 1352                   1                 2           4
#> 1353                   1                 2           4
#> 1354                   1                 2           4
#> 1355                   1                 2           4
#> 1356                   1                 2           4
#> 1357                   1                 2           4
#> 1358                   1                 2           4
#> 1359                   1                 2           4
#> 1360                   1                 3           4
#> 1361                   1                 2           4
#> 1362                   4                 2           4
#> 1363                   4                 2           4
#> 1364                   4                 2           4
#> 1365                   4                 2           4
#> 1366                   4                 2           4
#> 1367                   4                 2           4
#> 1368                   1                 2           4
#> 1369                   1                 2           4
#> 1370                   1                 2           4
#> 1371                   1                 2           4
#> 1372                   1                 2           4
#> 1373                   1                 2           4
#> 1374                   1                 2           4
#> 1375                   1                 2           4
#> 1376                   1                 2           4
#> 1377                   1                 2           4
#> 1378                   1                 2           4
#> 1379                   4                 2           4
#> 1380                   4                 2           4
#> 1381                   4                 2           4
#> 1382                   3                 2           4
#> 1383                   4                 2           4
#> 1384                   3                 3           4
#> 1385                   3                 3           4
#> 1386                   2                 2           4
#> 1387                   2                 2           4
#> 1388                   2                 2           4
#> 1389                   2                 2           4
#> 1390                   2                 2           4
#> 1391                   2                 2           4
#> 1392                   2                 2           4
#> 1393                   2                 2           4
#> 1394                   2                 2           4
#> 1395                   2                 2           4
#> 1396                   2                 2           4
#> 1397                   2                 2           4
#> 1398                   2                 2           4
#> 1399                   2                 2           4
#> 1400                   2                 2           4
#> 1401                   2                 2           4
#> 1402                   2                 3           4
#> 1403                   2                 3           4
#> 1404                   4                 3           4
#> 1405                   4                 3           4
#> 1406                   4                 3           4
#> 1407                   4                 3           4
#> 1408                   4                 3           4
#> 1409                   4                 3           4
#> 1410                   4                 3           4
#> 1411                   4                 3           4
#> 1412                   4                 3           4
#> 1413                   2                 3           4
#> 1414                   2                 3           4
#> 1415                   2                 3           4
#> 1416                   2                 3           4
#> 1417                   2                 3           4
#> 1418                   2                 2           4
#> 1419                   2                 2           4
#> 1420                   2                 2           4
#> 1421                   2                 2           4
#> 1422                   2                 2           4
#> 1423                   2                 2           4
#> 1424                   2                 2           4
#> 1425                   2                 2           4
#> 1426                   2                 2           4
#> 1427                   2                 2           4
#> 1428                   2                 2           4
#> 1429                   2                 2           4
#> 1430                   2                 2           4
#> 1431                   2                 2           4
#> 1432                   2                 2           4
#> 1433                   2                 2           4
#> 1434                   2                 2           4
#> 1435                   2                 2           4
#> 1436                   2                 2           4
#> 1437                   2                 2           4
#> 1438                   2                 2           4
#> 1439                   2                 2           4
#> 1440                   2                 2           4
#> 1441                   2                 2           4
#> 1442                   2                 2           4
#> 1443                   1                 2           4
#> 1444                   4                 2           4
#> 1445                   4                 2           4
#> 1446                   4                 2           4
#> 1447                   4                 2           4
#> 1448                   4                 2           4
#> 1449                   1                 2           4
#> 1450                   1                 2           4
#> 1451                   1                 2           4
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#> 1453                   1                 2           4
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#> 1455                   1                 2           4
#> 1456                   1                 2           4
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#> 1460                   1                 2           4
#> 1461                   1                 2           4
#> 1462                   1                 2           4
#> 1463                   1                 2           4
#> 1464                   1                 2           4
#> 1465                   1                 2           4
#> 1466                   1                 2           4
#> 1467                   1                 2           4
#> 1468                   1                 2           4
#> 1469                   1                 2           4
#> 1470                   1                 2           4
#> 1471                   1                 2           4
#> 1472                   1                 2           4
#> 1473                   1                 2           4
#> 1474                   1                 2           4
#> 1475                   1                 2           4
#> 1476                   1                 2           4
#> 1477                   1                 2           4
#> 1478                   4                 2           4
#> 1479                   4                 2           4
#> 1480                   1                 2           4
#> 1481                   1                 2           4
#> 1482                   1                 2           4
#> 1483                   1                 2           4
#> 1484                   1                 2           4
#> 1485                   1                 2           4
#> 1486                   1                 2           4
#> 1487                   1                 2           4
#> 1488                   1                 2           4
#> 1489                   1                 2           4
#> 1490                   1                 2           4
#> 1491                   1                 2           4
#> 1492                   1                 2           4
#> 1493                   1                 2           4
#> 1494                   1                 2           4
#> 1495                   1                 2           4
#> 1496                   1                 2           4
#> 1497                   1                 2           4
#> 1498                   1                 2           4
#> 1499                   1                 2           4
#> 1500                   1                 2           4
#> 1501                   1                 2           4
#> 1502                   1                 2           4
#> 1503                   1                 2           4
#> 1504                   1                 2           4
#> 1505                   1                 2           4
#> 1506                   1                 2           4
#> 1507                   1                 2           4
#> 1508                   1                 2           4
#> 1509                   1                 2           4
#> 1510                   1                 2           4
#> 1511                   1                 2           4
#> 1512                   1                 2           4
#> 1513                   1                 2           4
#> 1514                   1                 2           4
#> 1515                   1                 2           4
#> 1516                   1                 2           4
#> 1517                   1                 2           4
#> 1518                   1                 2           4
#> 1519                   1                 2           4
#> 1520                   1                 2           4
#> 1521                   1                 2           4
#> 1522                   1                 2           4
#> 1523                   1                 2           4
#> 1524                   1                 2           4
#> 1525                   1                 2           4
#> 1526                   1                 2           4
#> 1527                   1                 2           4
#> 1528                   1                 2           4
#> 1529                   4                 3           4
#> 1530                   4                 3           4
#> 1531                   4                 3           4
#> 1532                   4                 3           4
#> 1533                   4                 3           4
#> 1534                   4                 3           4
#> 1535                   4                 3           4
#> 1536                   1                 1           1
#> 1537                   1                 1           1
#> 1538                   1                 1           1
#> 1539                   1                 1           1
#> 1540                   1                 1           1
#> 1541                   1                 1           1
#> 1542                   1                 3           4
#> 1543                   1                 2           4
#> 1544                   1                 2           4
#> 1545                   1                 2           4
#> 1546                   1                 2           4
#> 1547                   1                 2           4
#> 1548                   1                 2           4
#> 1549                   1                 2           4
#> 1550                   1                 2           4
#> 1551                   1                 2           4
#> 1552                   1                 2           4
#> 1553                   1                 2           4
#> 1554                   1                 2           4
#> 1555                   1                 2           4
#> 1556                   1                 2           4
#> 1557                   1                 2           4
#> 1558                   2                 2           4
#> 1559                   2                 2           4
#> 1560                   2                 2           4
#> 1561                   2                 2           4
#> 1562                   2                 2           4
#> 1563                   2                 2           4
#> 1564                   2                 2           4
#> 1565                   2                 2           4
#> 1566                   2                 2           4
#> 1567                   2                 2           4
#> 1568                   2                 2           4
#> 1569                   2                 2           4
#> 1570                   2                 2           4
#> 1571                   3                 2           4
#> 1572                   3                 2           4
#> 1573                   3                 2           4
#> 1574                   3                 2           4
#> 1575                   3                 2           4
#> 1576                   3                 2           4
#> 1577                   3                 2           4
#> 1578                   3                 2           4
#> 1579                   3                 2           4
#> 1580                   3                 2           4
#> 1581                   3                 2           4
#> 1582                   1                 2           4
#> 1583                   1                 2           4
#> 1584                   1                 2           4
#> 1585                   1                 2           4
#> 1586                   1                 2           4
#> 1587                   1                 2           4
#> 1588                   4                 2           4
#> 1589                   4                 2           4
#> 1590                   4                 2           4
#> 1591                   4                 2           4
#> 1592                   3                 2           4
#> 1593                   1                 3           4
#> 1594                   1                 3           4
#> 1595                   1                 2           4
#> 1596                   1                 2           4
#> 1597                   1                 2           4
#> 1598                   1                 2           4
#> 1599                   1                 2           4
#> 1600                   4                 2           4
#> 1601                   4                 2           4
#> 1602                   4                 2           4
#> 1603                   4                 2           4
#> 1604                   4                 2           4
#> 1605                   4                 2           4
#> 1606                   4                 2           4
#> 1607                   4                 2           4
#> 1608                   4                 2           4
#> 1609                   1                 2           4
#> 1610                   1                 2           4
#> 1611                   1                 2           4
#> 1612                   1                 2           4
#> 1613                   1                 2           4
#> 1614                   1                 2           4
#> 1615                   2                 3           4
#> 1616                   2                 3           4
#> 1617                   2                 3           4
#> 1618                   2                 3           4
#> 1619                   2                 3           4
#> 1620                   2                 3           4
#> 1621                   2                 3           4
#> 1622                   2                 3           4
#> 1623                   2                 3           4
#> 1624                   2                 3           4
#> 1625                   2                 3           4
#> 1626                   2                 3           4
#> 1627                   2                 3           4
#> 1628                   5                 3           4
#> 1629                   5                 3           4
#> 1630                   2                 3           4
#> 1631                   2                 3           4
#> 1632                   4                 3           4
#> 1633                   4                 3           4
#> 1634                   4                 3           4
#> 1635                   4                 3           4
#> 1636                   4                 3           4
#> 1637                   4                 3           4
#> 1638                   4                 3           4
#> 1639                   4                 3           1
#> 1640                   4                 3           1
#> 1641                   4                 3           1
#> 1642                   4                 3           1
#> 1643                   4                 3           1
#> 1644                   4                 3           1
#> 1645                   4                 3           1
#> 1646                   4                 3           1
#> 1647                   4                 3           1
#> 1648                   1                 3           1
#> 1649                   1                 3           1
#> 1650                   1                 3           1
#> 1651                   1                 3           1
#> 1652                   1                 3           1
#> 1653                   1                 3           1
#> 1654                   1                 3           1
#> 1655                   1                 3           1
#> 1656                   1                 3           1
#> 1657                   1                 3           1
#> 1658                   1                 3           1
#> 1659                   1                 3           1
#> 1660                   1                 3           1
#> 1661                   1                 3           1
#> 1662                   1                 3           1
#> 1663                   1                 3           1
#> 1664                   1                 3           1
#> 1665                   1                 3           1
#> 1666                   4                 3           1
#> 1667                   4                 3           1
#> 1668                   4                 3           1
#> 1669                   4                 3           1
#> 1670                   4                 3           1
#> 1671                   4                 3           1
#> 1672                   4                 3           1
#> 1673                   4                 3           1
#> 1674                   4                 3           1
#> 1675                   4                 3           1
#> 1676                   4                 3           1
#> 1677                   1                 3           1
#> 1678                   1                 3           1
#> 1679                   1                 3           1
#> 1680                   1                 3           1
#> 1681                   1                 3           1
#> 1682                   1                 3           1
#> 1683                   1                 3           1
#> 1684                   1                 3           1
#> 1685                   1                 3           1
#> 1686                   1                 3           1
#> 1687                   1                 3           1
#> 1688                   1                 3           1
#> 1689                   1                 3           1
#> 1690                   1                 3           1
#> 1691                   1                 3           1
#> 1692                   1                 3           1
#> 1693                   1                 3           1
#> 1694                   1                 3           1
#> 1695                   1                 3           1
#> 1696                   1                 3           1
#> 1697                   1                 3           1
#> 1698                   1                 3           1
#> 1699                   1                 3           1
#> 1700                   1                 3           1
#> 1701                   1                 3           1
#> 1702                   1                 3           1
#> 1703                   1                 3           1
#> 1704                   1                 3           1
#> 1705                   1                 3           1
#> 1706                   1                 2           4
#> 1707                   1                 2           4
#> 1708                   1                 2           4
#> 1709                   1                 2           4
#> 1710                   1                 2           4
#> 1711                   1                 2           4
#> 1712                   2                 2           4
#> 1713                   2                 2           4
#> 1714                   2                 2           4
#> 1715                   2                 2           4
#> 1716                   2                 2           4
#> 1717                   2                 2           4
#> 1718                   2                 2           4
#> 1719                   2                 2           4
#> 1720                   2                 2           4
#> 1721                   2                 2           4
#> 1722                   2                 2           4
#> 1723                   2                 2           4
#> 1724                   2                 2           4
#> 1725                   2                 2           4
#> 1726                   2                 2           4
#> 1727                   2                 2           4
#> 1728                   2                 2           4
#> 1729                   2                 2           4
#> 1730                   2                 2           4
#> 1731                   2                 2           4
#> 1732                   2                 2           4
#> 1733                   2                 2           4
#> 1734                   2                 2           4
#> 1735                   2                 2           4
#> 1736                   2                 2           4
#> 1737                   2                 2           4
#> 1738                   2                 2           4
#> 1739                   2                 2           4
#> 1740                   2                 2           4
#> 1741                   2                 2           4
#> 1742                   2                 2           4
#> 1743                   2                 2           4
#> 1744                   2                 2           4
#> 1745                   2                 2           4
#> 1746                   2                 2           4
#> 1747                   2                 2           4
#> 1748                   2                 2           4
#> 1749                   2                 2           4
#> 1750                   2                 2           4
#> 1751                   2                 2           4
#> 1752                   2                 2           4
#> 1753                   2                 2           4
#> 1754                   2                 2           4
#> 1755                   2                 2           4
#> 1756                   2                 2           4
#> 1757                   2                 2           4
#> 1758                   2                 2           4
#> 1759                   2                 2           4
#> 1760                   4                 2           4
#> 1761                   1                 2           4
#> 1762                   1                 2           4
#> 1763                   1                 2           4
#> 1764                   1                 2           4
#> 1765                   1                 2           4
#> 1766                   1                 2           4
#> 1767                   1                 2           4
#> 1768                   1                 2           4
#> 1769                   1                 2           4
#> 1770                   1                 2           4
#> 1771                   2                 2           4
#> 1772                   2                 2           4
#> 1773                   2                 2           4
#> 1774                   2                 2           4
#> 1775                   2                 2           4
#> 1776                   2                 2           4
#> 1777                   2                 2           4
#> 1778                   2                 2           4
#> 1779                   2                 2           4
#> 1780                   2                 2           4
#> 1781                   2                 2           4
#> 1782                   2                 2           4
#> 1783                   2                 2           4
#> 1784                   2                 2           4
#> 1785                   2                 2           4
#> 1786                   2                 2           4
#> 1787                   2                 2           4
#> 1788                   2                 2           4
#> 1789                   2                 2           4
#> 1790                   2                 2           4
#> 1791                   2                 2           4
#> 1792                   2                 2           4
#> 1793                   2                 2           4
#> 1794                   2                 2           4
#> 1795                   2                 2           4
#> 1796                   2                 2           4
#> 1797                   2                 2           4
#> 1798                   1                 2           4
#> 1799                   1                 2           4
#> 1800                   1                 2           4
#> 1801                   1                 2           4
#> 1802                   1                 2           4
#> 1803                   1                 4           1
#> 1804                   1                 4           1
#> 1805                   1                 4           1
#> 1806                   1                 4           1
#> 1807                   1                 4           1
#> 1808                   1                 4           1
#> 1809                   2                 2           4
#> 1810                   2                 2           4
#> 1811                   2                 2           4
#> 1812                   2                 2           4
#> 1813                   2                 2           4
#> 1814                   2                 2           4
#> 1815                   2                 2           4
#> 1816                   2                 2           4
#> 1817                   2                 2           4
#> 1818                   2                 2           4
#> 1819                   2                 2           4
#> 1820                   2                 2           4
#> 1821                   2                 2           4
#> 1822                   2                 2           4
#> 1823                   2                 2           4
#> 1824                   2                 2           4
#> 1825                   2                 2           4
#> 1826                   2                 2           4
#> 1827                   2                 2           4
#> 1828                   2                 2           4
#> 1829                   2                 2           4
#> 1830                   2                 2           4
#> 1831                   2                 2           4
#> 1832                   2                 2           4
#> 1833                   2                 2           4
#> 1834                   2                 2           4
#> 1835                   2                 2           4
#> 1836                   2                 2           4
#> 1837                   2                 2           4
#> 1838                   2                 2           4
#> 1839                   1                 4           1
#> 1840                   1                 4           1
#> 1841                   1                 4           1
#> 1842                   1                 4           1
#> 1843                   1                 4           1
#> 1844                   1                 3           1
#> 1845                   1                 3           1
#> 1846                   1                 3           1
#> 1847                   1                 3           1
#> 1848                   1                 3           1
#> 1849                   1                 3           1
#> 1850                   1                 3           1
#> 1851                   1                 3           1
#> 1852                   1                 3           1
#> 1853                   1                 3           1
#> 1854                   1                 3           1
#> 1855                   1                 3           1
#> 1856                   1                 3           1
#> 1857                   1                 3           1
#> 1858                   1                 3           1
#> 1859                   1                 3           1
#> 1860                   1                 3           1
#> 1861                   1                 2           4
#> 1862                   1                 2           4
#> 1863                   1                 2           4
#> 1864                   1                 2           4
#> 1865                   1                 2           4
#> 1866                   1                 2           4
#> 1867                   1                 2           4
#> 1868                   1                 2           4
#> 1869                   1                 3           1
#> 1870                   1                 3           1
#> 1871                   1                 3           1
#> 1872                   1                 3           1
#> 1873                   1                 3           1
#> 1874                   1                 3           1
#> 1875                   1                 3           1
#> 1876                   1                 3           1
#> 1877                   1                 3           1
#> 1878                   1                 3           1
#> 1879                   1                 3           1
#> 1880                   1                 3           1
#> 1881                   1                 3           1
#> 1882                   1                 3           1
#> 1883                   1                 3           1
#> 1884                   1                 3           1
#> 1885                   1                 3           1
#> 1886                   1                 3           1
#> 1887                   1                 3           1
#> 1888                   1                 3           1
#> 1889                   1                 3           1
#> 1890                   1                 3           1
#> 1891                   1                 3           1
#> 1892                   1                 3           1
#> 1893                   1                 3           1
#> 1894                   1                 3           1
#> 1895                   1                 3           1
#> 1896                   1                 3           1
#> 1897                   1                 3           1
#> 1898                   1                 3           1
#> 1899                   1                 3           1
#> 1900                   1                 3           1
#> 1901                   1                 3           1
#> 1902                   1                 3           1
#> 1903                   1                 3           1
#> 1904                   1                 3           1
#> 1905                   1                 3           1
#> 1906                   1                 3           1
#> 1907                   1                 3           1
#> 1908                   1                 3           1
#> 1909                   1                 3           1
#> 1910                   1                 3           1
#> 1911                   1                 3           1
#> 1912                   1                 3           1
#> 1913                   1                 3           1
#> 1914                   1                 3           1
#> 1915                   1                 3           1
#> 1916                   1                 3           1
#> 1917                   1                 3           1
#> 1918                   1                 3           1
#> 1919                   1                 3           1
#> 1920                   1                 3           1
#> 1921                   1                 3           1
#> 1922                   1                 3           1
#> 1923                   1                 3           1
#> 1924                   1                 3           1
#> 1925                   1                 3           1
#> 1926                   1                 3           1
#> 1927                   1                 3           1
#> 1928                   1                 3           1
#> 1929                   1                 3           1
#> 1930                   1                 3           1
#> 1931                   1                 3           1
#> 1932                   1                 3           1
#> 1933                   1                 3           1
#> 1934                   1                 3           1
#> 1935                   1                 3           1
#> 1936                   1                 3           1
#> 1937                   1                 3           1
#> 1938                   1                 3           1
#> 1939                   1                 3           1
#> 1940                   1                 3           1
#> 1941                   1                 3           1
#> 1942                   1                 3           1
#> 1943                   1                 3           1
#> 1944                   1                 3           1
#> 1945                   1                 3           1
#> 1946                   1                 3           1
#> 1947                   1                 3           1
#> 1948                   1                 3           1
#> 1949                   1                 3           1
#> 1950                   1                 3           1
#> 1951                   1                 3           1
#> 1952                   1                 3           1
#> 1953                   1                 3           1
#> 1954                   1                 3           1
#> 1955                   1                 3           1
#> 1956                   1                 3           1
#> 1957                   1                 3           1
#> 1958                   1                 3           1
#> 1959                   1                 3           1
#> 1960                   1                 3           1
#> 1961                   1                 3           1
#> 1962                   1                 3           1
#> 1963                   1                 3           1
#> 1964                   1                 3           1
#> 1965                   1                 3           1
#> 1966                   1                 3           1
#> 1967                   1                 3           1
#> 1968                   1                 3           1
#> 1969                   1                 3           1
#> 1970                   1                 3           1
#> 1971                   1                 3           1
#> 1972                   1                 3           1
#> 1973                   1                 3           1
#> 1974                   1                 3           1
#> 1975                   1                 3           1
#> 1976                   1                 3           1
#> 1977                   1                 3           1
#> 1978                   1                 3           1
#> 1979                   1                 3           1
#> 1980                   1                 3           1
#> 1981                   1                 3           1
#> 1982                   1                 3           1
#> 1983                   1                 3           1
#> 1984                   1                 3           1
#> 1985                   1                 3           1
#> 1986                   4                 2           4
#> 1987                   4                 2           4
#> 1988                   4                 2           4
#> 1989                   4                 2           4
#> 1990                   4                 2           4
#> 1991                   4                 2           4
#> 1992                   4                 2           4
#> 1993                   4                 2           4
#> 1994                   4                 2           4
#> 1995                   4                 2           4
#> 1996                   4                 2           4
#> 1997                   4                 2           4
#> 1998                   4                 2           4
#> 1999                   4                 2           4
#> 2000                   4                 2           4
#> 2001                   4                 2           4
#> 2002                   4                 2           4
#> 2003                   1                 2           4
#> 2004                   1                 2           4
#> 2005                   1                 2           4
#> 2006                   1                 2           4
#> 2007                   1                 2           4
#> 2008                   1                 2           4
#> 2009                   1                 2           4
#> 2010                   1                 2           4
#> 2011                   1                 2           4
#> 2012                   4                 2           4
#> 2013                   4                 2           4
#> 2014                   4                 2           4
#> 2015                   4                 2           4
#> 2016                   3                 3           1
#> 2017                   1                 2           4
#> 2018                   1                 2           4
#> 2019                   1                 4           1
#> 2020                   1                 4           1
#> 2021                   1                 4           1
#> 2022                   1                 4           1
#> 2023                   1                 3           1
#> 2024                   1                 3           1
#> 2025                   1                 2           4
#> 2026                   1                 2           4
#> 2027                   1                 2           4
#> 2028                   1                 2           4
#> 2029                   1                 2           4
#> 2030                   1                 2           4
#> 2031                   1                 2           4
#> 2032                   1                 2           4
#> 2033                   1                 2           4
#> 2034                   1                 2           4
#> 2035                   1                 2           4
#> 2036                   1                 2           4
#> 2037                   1                 2           4
#> 2038                   1                 2           4
#> 2039                   1                 2           4
#> 2040                   1                 2           4
#> 2041                   1                 3           1
#> 2042                   1                 3           1
#> 2043                   1                 3           1
#> 2044                   1                 3           1
#> 2045                   1                 3           1
#> 2046                   1                 3           1
#> 2047                   1                 3           1
#> 2048                   1                 3           1
#> 2049                   1                 3           1
#> 2050                   1                 3           1
#> 2051                   1                 3           1
#> 2052                   1                 3           1
#> 2053                   1                 3           1
#> 2054                   1                 3           1
#> 2055                   1                 3           1
#> 2056                   1                 3           1
#> 2057                   1                 3           1
#> 2058                   1                 3           1
#> 2059                   1                 3           1
#> 2060                   1                 3           1
#> 2061                   1                 3           1
#> 2062                   1                 3           1
#> 2063                   1                 3           1
#> 2064                   1                 3           1
#> 2065                   1                 3           1
#> 2066                   2                 3           1
#> 2067                   2                 3           1
#> 2068                   2                 3           1
#> 2069                   2                 3           1
#> 2070                   2                 3           1
#> 2071                   2                 3           1
#> 2072                   2                 3           1
#> 2073                   2                 3           1
#> 2074                   2                 3           1
#> 2075                   2                 3           1
#> 2076                   2                 3           1
#> 2077                   2                 3           1
#> 2078                   2                 3           1
#> 2079                   2                 3           1
#> 2080                   2                 3           1
#> 2081                   2                 3           1
#> 2082                   2                 3           1
#> 2083                   2                 3           1
#> 2084                   2                 3           1
#> 2085                   2                 3           1
#> 2086                   2                 3           1
#> 2087                   2                 3           1
#> 2088                   2                 3           1
#> 2089                   2                 3           1
#> 2090                   2                 3           1
#> 2091                   2                 3           1
#> 2092                   2                 3           1
#> 2093                   2                 3           1
#> 2094                   2                 3           1
#> 2095                   2                 3           1
#> 2096                   2                 3           1
#> 2097                   2                 3           1
#> 2098                   2                 3           1
#> 2099                   2                 3           1
#> 2100                   2                 3           1
#> 2101                   2                 3           1
#> 2102                   2                 3           1
#> 2103                   2                 3           1
#> 2104                   2                 3           1
#> 2105                   2                 3           1
#> 2106                   4                 4           1
#> 2107                   4                 4           1
#> 2108                   4                 4           1
#> 2109                   4                 4           1
#> 2110                   4                 4           1
#> 2111                   1                 4           1
#> 2112                   1                 4           1
#> 2113                   1                 4           1
#> 2114                   1                 4           1
#> 2115                   1                 4           1
#> 2116                   1                 3           1
#> 2117                   1                 3           1
#> 2118                   1                 3           1
#> 2119                   1                 3           1
#> 2120                   1                 3           1
#> 2121                   1                 3           1
#> 2122                   1                 3           1
#> 2123                   1                 3           1
#> 2124                   1                 3           1
#> 2125                   1                 3           1
#> 2126                   2                 3           1
#> 2127                   2                 3           1
#> 2128                   2                 3           1
#> 2129                   2                 3           1
#> 2130                   2                 3           1
#> 2131                   2                 3           1
#> 2132                   2                 3           1
#> 2133                   2                 3           1
#> 2134                   2                 3           1
#> 2135                   2                 3           1
#> 2136                   2                 3           1
#> 2137                   2                 3           1
#> 2138                   2                 3           1
#> 2139                   2                 3           1
#> 2140                   2                 3           1
#> 2141                   2                 3           1
#> 2142                   2                 3           1
#> 2143                   2                 3           1
#> 2144                   2                 3           1
#> 2145                   2                 3           1
#> 2146                   2                 3           1
#> 2147                   2                 3           1
#> 2148                   2                 3           1
#> 2149                   2                 3           1
#> 2150                   2                 3           1
#> 2151                   2                 3           1
#> 2152                   2                 3           1
#> 2153                   2                 3           1
#> 2154                   2                 3           1
#> 2155                   2                 3           1
#> 2156                   2                 3           1
#> 2157                   2                 3           1
#> 2158                   2                 3           1
#> 2159                   2                 3           1
#> 2160                   2                 3           1
#> 2161                   2                 3           1
#> 2162                   2                 3           1
#> 2163                   2                 3           1
#> 2164                   2                 3           1
#> 2165                   2                 3           1
#> 2166                   1                 3           1
#> 2167                   1                 3           1
#> 2168                   1                 3           1
#> 2169                   1                 3           1
#> 2170                   1                 3           1
#> 2171                   1                 3           1
#> 2172                   1                 3           1
#> 2173                   1                 3           1
#> 2174                   1                 3           1
#> 2175                   1                 3           1
#> 2176                   1                 3           1
#> 2177                   1                 3           1
#> 2178                   1                 3           1
#> 2179                   1                 3           1
#> 2180                   1                 3           1
#> 2181                   1                 3           1
#> 2182                   1                 3           1
#> 2183                   1                 3           1
#> 2184                   1                 3           1
#> 2185                   1                 3           1
#> 2186                   1                 3           1
#> 2187                   1                 3           1
#> 2188                   1                 3           1
#> 2189                   1                 3           1
#> 2190                   1                 3           1
#> 2191                   1                 3           1
#> 2192                   1                 3           1
#> 2193                   1                 3           1
#> 2194                   1                 3           1
#> 2195                   1                 3           1
#> 2196                   1                 3           1
#> 2197                   1                 3           1
#> 2198                   2                 3           1
#> 2199                   2                 3           1
#> 2200                   2                 3           1
#> 2201                   2                 3           1
#> 2202                   2                 3           1
#> 2203                   2                 3           1
#> 2204                   2                 3           1
#> 2205                   2                 3           1
#> 2206                   2                 3           1
#> 2207                   2                 3           1
#> 2208                   2                 3           1
#> 2209                   2                 3           1
#> 2210                   2                 3           1
#> 2211                   2                 3           1
#> 2212                   2                 3           1
#> 2213                   2                 3           1
#> 2214                   2                 3           1
#> 2215                   2                 3           1
#> 2216                   2                 3           1
#> 2217                   2                 3           1
#> 2218                   2                 3           1
#> 2219                   2                 3           1
#> 2220                   2                 3           1
#> 2221                   2                 3           1
#> 2222                   3                 4           1
#> 2223                   3                 4           1
#> 2224                   3                 4           1
#> 2225                   3                 4           1
#> 2226                   3                 4           1
#> 2227                   3                 4           1
#> 2228                   3                 4           1
#> 2229                   3                 4           1
#> 2230                   1                 3           1
#> 2231                   1                 3           1
#> 2232                   1                 3           1
#> 2233                   1                 3           1
#> 2234                   1                 3           1
#> 2235                   1                 3           1
#> 2236                   1                 3           1
#> 2237                   1                 3           1
#> 2238                   1                 3           1
#> 2239                   1                 3           1
#> 2240                   1                 3           1
#> 2241                   1                 3           1
#> 2242                   1                 3           1
#> 2243                   1                 3           1
#> 2244                   1                 3           1
#> 2245                   1                 3           1
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#> 2924                   5                 2           4
#> 2925                   5                 2           4
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#> 2932                   5                 2           4
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#> 2934                   2                 2           4
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#> 2940                   2                 2           4
#> 2941                   5                 2           4
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#> 2951                   5                 2           4
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#> 2953                   5                 2           4
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#> 2960                   2                 2           4
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#> 2962                   2                 2           4
#> 2963                   2                 2           4
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#> 2978                   2                 2           4
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#> 2980                   2                 2           4
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#> 2984                   2                 2           4
#> 2985                   2                 2           4
#> 2986                   2                 2           4
#> 2987                   2                 2           4
#> 2988                   2                 2           4
#> 2989                   2                 2           4
#> 2990                   2                 2           4
#> 2991                   2                 2           4
#> 2992                   2                 2           4
#> 2993                   2                 2           4
#> 2994                   2                 2           4
#> 2995                   2                 2           4
#> 2996                   1                 3           1
#> 2997                   1                 3           1
#> 2998                   1                 3           1
#> 2999                   1                 3           1
#> 3000                   1                 3           1
#> 3001                   2                 2           4
#> 3002                   2                 2           4
#> 3003                   2                 2           4
#> 3004                   2                 2           4
#> 3005                   2                 2           4
#> 3006                   2                 2           4
#> 3007                   2                 2           4
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#> 3010                   2                 2           4
#> 3011                   2                 2           4
#> 3012                   2                 2           4
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#> 3034                   2                 2           4
#> 3035                   2                 2           4
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#> 3040                   2                 2           4
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#> 3045                   2                 2           4
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#> 3051                   2                 2           4
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#> 3060                   2                 2           4
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#> 3062                   2                 2           4
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#> 3070                   2                 2           4
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#> 3078                   2                 2           4
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#> 3085                   2                 2           4
#> 3086                   2                 2           4
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#> 3090                   2                 2           4
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#> 3092                   2                 2           4
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#> 3095                   2                 2           4
#> 3096                   2                 2           4
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#> 3100                   2                 2           4
#> 3101                   2                 2           4
#> 3102                   2                 2           4
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#> 3107                   2                 2           4
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#> 3109                   2                 2           4
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#> 3111                   2                 2           4
#> 3112                   2                 2           4
#> 3113                   2                 2           4
#> 3114                   2                 2           4
#> 3115                   2                 2           4
#> 3116                   2                 2           4
#> 3117                   2                 2           4
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#> 3119                   2                 2           4
#> 3120                   2                 2           4
#> 3121                   2                 2           4
#> 3122                   2                 2           4
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#> 3127                   2                 2           4
#> 3128                   2                 2           4
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#> 3131                   2                 2           4
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#> 3133                   2                 2           4
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#> 3135                   2                 2           4
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#> 3137                   2                 2           4
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#> 3139                   2                 2           4
#> 3140                   2                 2           4
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#> 3144                   2                 2           4
#> 3145                   2                 2           4
#> 3146                   2                 2           4
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#> 3148                   2                 2           4
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#> 3150                   2                 2           4
#> 3151                   2                 2           4
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#> 3157                   2                 2           4
#> 3158                   2                 2           4
#> 3159                   2                 2           4
#> 3160                   2                 2           4
#> 3161                   2                 2           4
#> 3162                   2                 2           4
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#> 3166                   2                 2           4
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#> 3168                   2                 2           4
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#> 3170                   2                 2           4
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#> 3172                   2                 2           4
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#> 3174                   2                 2           4
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#> 3177                   2                 2           4
#> 3178                   2                 2           4
#> 3179                   2                 2           4
#> 3180                   2                 2           4
#> 3181                   2                 2           4
#> 3182                   2                 2           4
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#> 3184                   2                 2           4
#> 3185                   2                 2           4
#> 3186                   2                 2           4
#> 3187                   2                 2           4
#> 3188                   2                 2           4
#> 3189                   2                 2           4
#> 3190                   2                 2           4
#> 3191                   2                 2           4
#> 3192                   2                 2           4
#> 3193                   2                 2           4
#> 3194                   2                 2           4
#> 3195                   2                 2           4
#> 3196                   2                 2           4
#> 3197                   2                 2           4
#> 3198                   2                 2           4
#> 3199                   2                 2           4
#> 3200                   2                 2           4
#> 3201                   2                 2           4
#> 3202                   2                 2           4
#> 3203                   2                 2           4
#> 3204                   2                 2           4
#> 3205                   2                 2           4
#> 3206                   2                 2           4
#> 3207                   2                 2           4
#> 3208                   2                 2           4
#> 3209                   2                 2           4
#> 3210                   2                 2           4
#> 3211                   2                 2           4
#> 3212                   2                 2           4
#> 3213                   2                 2           4
#> 3214                   2                 2           4
#> 3215                   2                 2           4
#> 3216                   2                 2           4
#> 3217                   2                 2           4
#> 3218                   2                 2           4
#> 3219                   2                 2           4
#> 3220                   2                 2           4
#> 3221                   2                 2           4
#> 3222                   2                 2           4
#> 3223                   2                 2           4
#> 3224                   2                 2           4
#> 3225                   2                 2           4
#> 3226                   2                 2           4
#> 3227                   2                 2           4
#> 3228                   2                 2           4
#> 3229                   2                 2           4
#> 3230                   2                 2           4
#> 3231                   2                 2           4
#> 3232                   2                 2           4
#> 3233                   2                 2           4
#> 3234                   2                 2           4
#> 3235                   2                 2           4
#> 3236                   2                 2           4
#> 3237                   2                 2           4
#> 3238                   2                 2           4
#> 3239                   2                 2           4
#> 3240                   2                 2           4
#> 3241                   2                 2           4
#> 3242                   2                 2           4
#> 3243                   2                 2           4
#> 3244                   2                 2           4
#> 3245                   2                 2           4
#> 3246                   2                 2           4
#> 3247                   2                 2           4
#> 3248                   2                 2           4
#> 3249                   2                 2           4
#> 3250                   2                 2           4
#> 3251                   2                 2           4
#> 3252                   2                 2           4
#> 3253                   2                 2           4
#> 3254                   2                 2           4
#> 3255                   2                 2           4
#> 3256                   2                 2           4
#> 3257                   2                 2           4
#> 3258                   2                 2           4
#> 3259                   2                 2           4
#> 3260                   2                 2           4
#> 3261                   2                 2           4
#> 3262                   2                 2           4
#> 3263                   2                 2           4
#> 3264                   2                 2           4
#> 3265                   2                 2           4
#> 3266                   2                 2           4
#> 3267                   2                 2           4
#> 3268                   2                 2           4
#> 3269                   2                 2           4
#> 3270                   2                 2           4
#> 3271                   2                 2           4
#> 3272                   2                 2           4
#> 3273                   2                 2           4
#> 3274                   2                 2           4
#> 3275                   2                 2           4
#> 3276                   2                 2           4
#> 3277                   2                 2           4
#> 3278                   2                 2           4
#> 3279                   2                 2           4
#> 3280                   2                 2           4
#> 3281                   2                 2           4
#> 3282                   2                 2           4
#> 3283                   2                 2           4
#> 3284                   2                 2           4
#> 3285                   2                 2           4
#> 3286                   1                 2           4
#> 3287                   1                 2           4
#> 3288                   1                 2           4
#> 3289                   1                 2           4
#> 3290                   1                 2           4
#> 3291                   1                 2           4
#> 3292                   1                 2           4
#> 3293                   1                 2           4
#> 3294                   2                 2           4
#> 3295                   2                 2           4
#> 3296                   2                 2           4
#> 3297                   2                 2           4
#> 3298                   2                 2           4
#> 3299                   2                 2           4
#> 3300                   2                 2           4
#> 3301                   2                 2           4
#> 3302                   2                 2           4
#> 3303                   2                 2           4
#> 3304                   2                 2           4
#> 3305                   2                 2           4
#> 3306                   2                 2           4
#> 3307                   2                 3           4
#> 3308                   2                 3           4
#> 3309                   2                 3           4
#> 3310                   2                 3           4
#> 3311                   2                 3           4
#> 3312                   2                 3           4
#> 3313                   2                 3           4
#> 3314                   2                 3           4
#> 3315                   2                 3           4
#> 3316                   2                 3           4
#> 3317                   2                 3           4
#> 3318                   2                 3           4
#> 3319                   2                 3           4
#> 3320                   2                 3           4
#> 3321                   2                 3           4
#> 3322                   2                 3           4
#> 3323                   2                 3           4
#> 3324                   2                 3           4
#> 3325                   2                 2           4
#> 3326                   2                 2           4
#> 3327                   2                 2           4
#> 3328                   2                 2           4
#> 3329                   2                 2           4
#> 3330                   2                 2           4
#> 3331                   2                 2           4
#> 3332                   2                 2           4
#> 3333                   2                 2           4
#> 3334                   2                 2           4
#> 3335                   2                 2           4
#> 3336                   2                 2           4
#> 3337                   2                 2           4
#> 3338                   2                 2           4
#> 3339                   2                 2           4
#> 3340                   2                 2           4
#> 3341                   2                 2           4
#> 3342                   2                 2           4
#> 3343                   2                 2           4
#> 3344                   2                 2           4
#> 3345                   2                 2           4
#> 3346                   2                 2           4
#> 3347                   2                 2           4
#> 3348                   2                 2           4
#> 3349                   2                 2           4
#> 3350                   2                 2           4
#> 3351                   2                 2           4
#> 3352                   2                 2           4
#> 3353                   2                 2           4
#> 3354                   2                 2           4
#> 3355                   2                 2           4
#> 3356                   5                 2           4
#> 3357                   2                 2           4
#> 3358                   2                 2           4
#> 3359                   2                 2           4
#> 3360                   2                 2           4
#> 3361                   2                 2           4
#> 3362                   2                 2           4
#> 3363                   2                 2           4
#> 3364                   2                 2           4
#> 3365                   2                 2           4
#> 3366                   2                 2           4
#> 3367                   2                 2           4
#> 3368                   2                 2           4
#> 3369                   2                 2           4
#> 3370                   2                 2           4
#> 3371                   2                 2           4
#> 3372                   2                 2           4
#> 3373                   2                 2           4
#> 3374                   2                 2           4
#> 3375                   3                 2           4
#> 3376                   3                 2           4
#> 3377                   3                 2           4
#> 3378                   3                 2           4
#> 3379                   3                 2           4
#> 3380                   3                 2           4
#> 3381                   3                 2           4
#> 3382                   3                 2           4
#> 3383                   2                 2           4
#> 3384                   2                 2           4
#> 3385                   2                 2           4
#> 3386                   2                 2           4
#> 3387                   2                 2           4
#> 3388                   5                 2           4
#> 3389                   5                 2           4
#> 3390                   5                 2           4
#> 3391                   5                 2           4
#> 3392                   5                 2           4
#> 3393                   5                 2           4
#> 3394                   5                 2           4
#> 3395                   5                 2           4
#> 3396                   5                 2           4
#> 3397                   5                 2           4
#> 3398                   5                 2           4
#> 3399                   5                 2           4
#> 3400                   5                 2           4
#> 3401                   5                 2           4
#> 3402                   5                 2           4
#> 3403                   5                 2           4
#> 3404                   5                 2           4
#> 3405                   5                 2           4
#> 3406                   5                 2           4
#> 3407                   5                 2           4
#> 3408                   5                 2           4
#> 3409                   5                 2           4
#> 3410                   5                 2           4
#> 3411                   5                 2           4
#> 3412                   4                 2           4
#> 3413                   4                 2           4
#> 3414                   4                 2           4
#> 3415                   4                 2           4
#> 3416                   4                 2           4
#> 3417                   4                 2           4
#> 3418                   4                 2           4
#> 3419                   4                 2           4
#> 3420                   4                 2           4
#> 3421                   4                 2           4
#> 3422                   4                 2           4
#> 3423                   4                 2           4
#> 3424                   4                 2           4
#> 3425                   4                 2           4
#> 3426                   4                 2           4
#> 3427                   4                 2           4
#> 3428                   4                 2           4
#> 3429                   4                 2           4
#> 3430                   4                 2           4
#> 3431                   4                 2           4
#> 3432                   4                 2           4
#> 3433                   4                 2           4
#> 3434                   4                 2           4
#> 3435                   4                 2           4
#> 3436                   4                 2           4
#> 3437                   4                 2           4
#> 3438                   4                 2           4
#> 3439                   4                 2           4
#> 3440                   4                 2           4
#> 3441                   4                 2           4
#> 3442                   4                 2           4
#> 3443                   4                 2           4
#> 3444                   4                 2           4
#> 3445                   4                 2           4
#> 3446                   4                 2           4
#> 3447                   4                 2           4
#> 3448                   4                 2           4
#> 3449                   4                 2           4
#> 3450                   4                 2           4
#> 3451                   4                 2           4
#> 3452                   4                 2           4
#> 3453                   4                 2           4
#> 3454                   4                 2           4
#> 3455                   4                 2           4
#> 3456                   4                 2           4
#> 3457                   4                 2           4
#> 3458                   4                 2           4
#> 3459                   4                 2           4
#> 3460                   4                 2           4
#> 3461                   4                 2           4
#> 3462                   4                 2           4
#> 3463                   4                 2           4
#> 3464                   4                 2           4
#> 3465                   4                 2           4
#> 3466                   4                 2           4
#> 3467                   4                 2           4
#> 3468                   4                 2           4
#> 3469                   4                 2           4
#> 3470                   4                 2           4
#> 3471                   4                 2           4
#> 3472                   1                 3           1
#> 3473                   1                 3           1
#> 3474                   1                 3           1
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#> 3476                   1                 3           1
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#> 3478                   1                 3           1
#> 3479                   1                 3           1
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#> 3481                   1                 3           1
#> 3482                   1                 3           1
#> 3483                   1                 3           1
#> 3484                   1                 3           1
#> 3485                   1                 3           1
#> 3486                   1                 3           1
#> 3487                   1                 3           1
#> 3488                   1                 3           1
#> 3489                   1                 3           1
#> 3490                   1                 3           1
#> 3491                   1                 3           1
#> 3492                   1                 3           1
#> 3493                   1                 3           1
#> 3494                   1                 3           1
#> 3495                   1                 3           1
#> 3496                   1                 3           1
#> 3497                   1                 3           1
#> 3498                   1                 3           1
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#> 3500                   1                 3           1
#> 3501                   1                 3           1
#> 3502                   1                 3           1
#> 3503                   1                 3           1
#> 3504                   1                 3           1
#> 3505                   2                 3           1
#> 3506                   2                 3           1
#> 3507                   2                 3           1
#> 3508                   2                 3           1
#> 3509                   2                 3           1
#> 3510                   2                 3           1
#> 3511                   2                 3           1
#> 3512                   2                 3           1
#> 3513                   2                 3           1
#> 3514                   2                 3           1
#> 3515                   2                 3           1
#> 3516                   2                 3           1
#> 3517                   2                 3           1
#> 3518                   2                 3           1
#> 3519                   2                 3           1
#> 3520                   2                 3           1
#> 3521                   2                 3           1
#> 3522                   2                 3           1
#> 3523                   2                 3           1
#> 3524                   2                 3           1
#> 3525                   2                 3           1
#> 3526                   2                 3           1
#> 3527                   2                 3           1
#> 3528                   2                 3           1
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#> 3530                   2                 3           1
#> 3531                   2                 3           1
#> 3532                   2                 3           1
#> 3533                   2                 3           1
#> 3534                   2                 3           1
#> 3535                   2                 3           1
#> 3536                   2                 3           1
#> 3537                   2                 3           1
#> 3538                   2                 3           1
#> 3539                   2                 3           1
#> 3540                   2                 3           1
#> 3541                   2                 3           1
#> 3542                   2                 3           1
#> 3543                   2                 3           1
#> 3544                   2                 3           1
#> 3545                   2                 3           1
#> 3546                   2                 3           1
#> 3547                   2                 3           1
#> 3548                   2                 3           1
#> 3549                   2                 3           1
#> 3550                   2                 3           1
#> 3551                   2                 3           1
#> 3552                   2                 3           1
#> 3553                   2                 3           1
#> 3554                   2                 3           1
#> 3555                   2                 3           1
#> 3556                   2                 3           1
#> 3557                   2                 3           1
#> 3558                   2                 3           1
#> 3559                   2                 3           1
#> 3560                   2                 3           1
#> 3561                   2                 3           1
#> 3562                   2                 3           1
#> 3563                   2                 3           1
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#> 3565                   2                 3           1
#> 3566                   2                 3           1
#> 3567                   2                 3           1
#> 3568                   2                 3           1
#> 3569                   2                 3           1
#> 3570                   2                 3           1
#> 3571                   2                 3           1
#> 3572                   2                 3           1
#> 3573                   2                 3           1
#> 3574                   2                 3           1
#> 3575                   2                 3           1
#> 3576                   2                 3           1
#> 3577                   2                 3           1
#> 3578                   2                 3           1
#> 3579                   2                 3           1
#> 3580                   2                 3           1
#> 3581                   2                 3           1
#> 3582                   2                 3           1
#> 3583                   2                 3           1
#> 3584                   2                 3           1
#> 3585                   2                 3           1
#> 3586                   2                 3           1
#> 3587                   2                 3           1
#> 3588                   2                 3           1
#> 3589                   2                 3           1
#> 3590                   2                 3           1
#> 3591                   2                 3           1
#> 3592                   2                 3           1
#> 3593                   2                 3           1
#> 3594                   2                 3           1
#> 3595                   2                 3           1
#> 3596                   2                 3           1
#> 3597                   2                 3           1
#> 3598                   2                 3           1
#> 3599                   2                 3           1
#> 3600                   1                 3           1
#> 3601                   1                 3           1
#> 3602                   1                 3           1
#> 3603                   1                 3           1
#> 3604                   1                 3           1
#> 3605                   1                 3           1
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#>  [ reached 'max' / getOption("max.print") -- omitted 10305 rows ]

5 EDA

5.1 Map representation of distribution of properties

Here we decided to represent the distribution of properties in Switzerland using a map. The map is interactive and allows users to hover over the markers to see the price. The markers are color-coded in orange and have a semi-transparent fill to reduce visual noise. The size of the markers is smaller to optimize the visual representation of the data.

This visualization helps in understanding the geographical spread and density of properties in the dataset.

# Create a leaflet map with optimized markers
map <- leaflet(properties_filtered) %>%
  addTiles() %>%  # Add default OpenStreetMap tiles
  addProviderTiles(providers$Esri.NatGeoWorldMap) %>% # Add topographic maps for context
  addCircleMarkers(
    ~lon, ~lat,
    radius = 1.5,  # Smaller radius for the circle markers
    color = "#F97300",  # Specifying a color for the markers
    fillOpacity = 0.2,  # Semi-transparent fill
    stroke = FALSE,  # No border to the circle markers to reduce visual noise
    popup = ~paste("Price: ", price, "<br>",
                   "Rooms: ", number_of_rooms, "<br>",
                   "Type: ", property_type, "<br>",
                   "Year: ", year_category),
    label = ~paste("Price: ", price)  # Tooltip on hover
  ) %>% addLegend(
    position = "bottomright",  # Position the legend at the bottom right
    colors = "#F97300",  # Use the same color as the markers
    labels = "Properties"  # Label for the legend
  )

map$width <- "100%"  # Set the width of the map to 100%
map$height <- 600  # Set the height of the map to 600 pixels

map

The map highlights that properties are well-distributed throughout the region, with fewer properties in the Alpine region, which is expected due to its mountainous terrain. We thus have a good representation of the data across different cantons and locations and we can use it for further analysis.

5.2 Histogram of prices

histogram_price <- ggplot(properties_filtered, aes(x = price)) +
  geom_histogram(binwidth = 100000, fill = "skyblue", color = "red") +
  labs(title = "Distribution of Prices",
       x = "Price",
       y = "Frequency") +
  theme_minimal()
# Convert ggplot object to plotly object
interactive_histogram_price <- ggplotly(histogram_price, width = 600, height = 400 )
# Display the interactive histogram
interactive_histogram_price

5.3 Price between 0 and 500000

5.3.1 Histogram of prices for each property type

# Create the ggplot object
histogram <- ggplot(properties_filtered, aes(x = price)) +
  geom_histogram(binwidth = 100000, fill = "skyblue", color = "black") +
  facet_wrap(~ property_type, scales = "free", ncol = 2) +
  labs(title = "Distribution of Prices by Property Type",
       x = "Price",
       y = "Frequency") +
  theme_minimal() +
  xlim(0, 5000000)

# Convert ggplot object to plotly object
interactive_histogram <- ggplotly(histogram, width = 600, height = 1000)

# Display the interactive plot
interactive_histogram

5.4 Histogram of prices for each year category

note : only price between 0 and 500000 so some outliers aren’t here

# Create a histogram of prices for each year category
histogram <- ggplot(properties_filtered, aes(x = price)) +
  geom_histogram(binwidth = 100000, fill = "skyblue", color = "black") +
  facet_wrap(~ year_category, scales = "free", ncol = 2) +
  labs(title = "Distribution of Prices by Year Category",
       x = "Price",
       y = "Frequency") +
  theme_minimal() +
  xlim(0, 5000000)
# Convert ggplot object to plotly object
interactive_histogram_year <- ggplotly(histogram, width = 600, height = 1000)
# Display the interactive plot
interactive_histogram_year

5.5 Histogram of prices for each canton

note : only price between 0 and 500000 so some outliers aren’t here

histogram <- ggplot(properties_filtered, aes(x = price)) +
  geom_histogram(binwidth = 100000, fill = "skyblue", color = "black") +
  facet_wrap(~ canton, scales = "free", ncol = 2) +
  labs(title = "Distribution of Prices by Canton for properties between 0 and 5 million",
       x = "Price",
       y = "Frequency") +
  theme(axis.text.y = element_text(size = 2)) +
  theme_minimal() +
  xlim(0, 5000000)

# Convert ggplot object to plotly object with adjusted height
interactive_histogram <- ggplotly(histogram, width = 600, height = 1000) #%>%
  #layout(height = 1000)  # Adjust the height as needed

# Display the interactive plot
interactive_histogram

5.6 Histogram of prices for each number of rooms

note : only price between 0 and 500000 so some outliers aren’t here

# Create a histogram of prices for each number of rooms
histogram <- ggplot(properties_filtered, aes(x = price)) +
  geom_histogram(binwidth = 10000, fill = "skyblue", color = "black") +
  facet_wrap(~ number_of_rooms, scales = "free", ncol = 2) +
  labs(title = "Distribution of Prices by Number of Rooms",
       x = "Price",
       y = "Frequency") +
  theme_minimal() +
  xlim(0, 5000000)

# Convert ggplot object to plotly object with adjusted height
interactive_histogram <- ggplotly(histogram, width = 600, height = 1000)%>%
  layout(height = 2000)

# Display the interactive plot
interactive_histogram

5.7 Histogram of properties by square meters

histogram <- ggplot(properties_filtered, aes(x = square_meters)) +
  geom_histogram(binwidth = 15, fill = "skyblue", color = "black") +
  labs(title = "Distribution of Properties by Square Meters",
       x = "Square Meters",
       y = "Frequency") +
  theme_minimal() 
  #xlim(0, 2000)

# Convert ggplot object to plotly object with adjusted height
interactive_histogram <- ggplotly(histogram, width = NULL, height = NULL)  # Adjust width and height as needed

# Display the interactive plot
interactive_histogram

5.8 Histogram of prices with impot

# # Create the boxplot
# boxplot <- ggplot(properties_filtered, aes(x = as.factor(Tax_cluster), y = price)) +
#   geom_boxplot(fill = "skyblue", color = "black") +
#   labs(title = "Boxplot of Property Prices by Tax Cluster",
#        x = "Tax Cluster",
#        y = "Price") +
#   theme_minimal() +
#   ylim(100000, 400000)
# 
# # Convert ggplot object to plotly object
# interactive_boxplot <- ggplotly(boxplot)
# interactive_boxplot

impot_cols <- names(properties_filtered)[startsWith(names(properties_filtered), "Impôt")]

# Count the number of NA values in selected columns
na_counts <- colSums(is.na(properties_filtered[impot_cols]))

# Print the counts
print(na_counts)
#> numeric(0)

6 Conclusion

• Brief summary of the project
• Take home message
• Limitations
• Future work?